Overview

Brought to you by YData

Dataset statistics

	curated_md_report	concatenated_md_report
Number of variables	37	24
Number of observations	21881	22588
Missing cells	344985	233282
Missing cells (%)	42.6%	43.0%
Duplicate rows	0	0
Duplicate rows (%)	0.0%	0.0%
Total size in memory	6.2 MiB	4.1 MiB
Average record size in memory	296.0 B	192.0 B

Variable types

	curated_md_report	concatenated_md_report
Text	9	7
Numeric	3	3
Categorical	23	12
Boolean	2	2

Alerts

curated_md_report	concatenated_md_report
`age_group` is highly overall correlated with `age_group_ontology_term_id` and 4 other fields	`age_group` is highly overall correlated with `age_max` and 3 other fields	High correlation
`age_group_ontology_term_id` is highly overall correlated with `age_group` and 4 other fields	Alert not present in this dataset	High correlation
`age_max` is highly overall correlated with `age_group` and 5 other fields	`age_max` is highly overall correlated with `age_group` and 2 other fields	High correlation
`age_min` is highly overall correlated with `age_group` and 5 other fields	`age_min` is highly overall correlated with `age_group` and 2 other fields	High correlation
`age_years` is highly overall correlated with `age_group` and 7 other fields	`age_years` is highly overall correlated with `age_group` and 3 other fields	High correlation
`antibiotics_current_use` is highly overall correlated with `fmt_id` and 3 other fields	`antibiotics_current_use` is highly overall correlated with `fmt_id` and 2 other fields	High correlation
`body_site` is highly overall correlated with `body_site_ontology_term_id` and 9 other fields	`body_site` is highly overall correlated with `dietary_restriction` and 4 other fields	High correlation
`body_site_ontology_term_id` is highly overall correlated with `body_site` and 9 other fields	Alert not present in this dataset	High correlation
`control` is highly overall correlated with `control_ontology_term_id` and 5 other fields	`control` is highly overall correlated with `fmt_id` and 3 other fields	High correlation
`control_ontology_term_id` is highly overall correlated with `control` and 5 other fields	Alert not present in this dataset	High correlation
`country` is highly overall correlated with `country_ontology_term_id` and 10 other fields	`country` is highly overall correlated with `dietary_restriction` and 5 other fields	High correlation
`country_ontology_term_id` is highly overall correlated with `country` and 10 other fields	Alert not present in this dataset	High correlation
`dietary_restriction` is highly overall correlated with `body_site` and 9 other fields	`dietary_restriction` is highly overall correlated with `body_site` and 5 other fields	High correlation
`feces_phenotype_metric` is highly overall correlated with `age_years` and 10 other fields	`feces_phenotype_metric` is highly overall correlated with `age_years` and 5 other fields	High correlation
`feces_phenotype_metric_ontology_term_id` is highly overall correlated with `age_years` and 10 other fields	Alert not present in this dataset	High correlation
`fmt_id` is highly overall correlated with `age_group` and 13 other fields	`fmt_id` is highly overall correlated with `age_group` and 8 other fields	High correlation
`fmt_role` is highly overall correlated with `body_site` and 6 other fields	Alert not present in this dataset	High correlation
`hla` is highly overall correlated with `age_max` and 10 other fields	Alert not present in this dataset	High correlation
`hla_ontology_term_id` is highly overall correlated with `age_max` and 10 other fields	Alert not present in this dataset	High correlation
`sex` is highly overall correlated with `hla` and 2 other fields	Alert not present in this dataset	High correlation
`sex_ontology_term_id` is highly overall correlated with `hla` and 2 other fields	Alert not present in this dataset	High correlation
`smoker` is highly overall correlated with `country` and 7 other fields	`smoker` is highly overall correlated with `country` and 3 other fields	High correlation
`smoker_ontology_term_id` is highly overall correlated with `country` and 7 other fields	Alert not present in this dataset	High correlation
`target_condition` is highly overall correlated with `antibiotics_current_use` and 15 other fields	`target_condition` is highly overall correlated with `antibiotics_current_use` and 7 other fields	High correlation
`target_condition_ontology_term_id` is highly overall correlated with `antibiotics_current_use` and 15 other fields	Alert not present in this dataset	High correlation
`tumor_staging_ajcc` is highly overall correlated with `body_site` and 6 other fields	`tumor_staging_ajcc` is highly overall correlated with `body_site` and 4 other fields	High correlation
`tumor_staging_tnm` is highly overall correlated with `antibiotics_current_use` and 6 other fields	`tumor_staging_tnm` is highly overall correlated with `antibiotics_current_use` and 4 other fields	High correlation
`westernized` is highly overall correlated with `country` and 12 other fields	`westernized` is highly overall correlated with `country` and 6 other fields	High correlation
`body_site` is highly imbalanced (81.2%)	`body_site` is highly imbalanced (81.7%)	Imbalance
`body_site_ontology_term_id` is highly imbalanced (81.2%)	Alert not present in this dataset	Imbalance
`westernized` is highly imbalanced (68.3%)	`westernized` is highly imbalanced (69.0%)	Imbalance
`age_years` has 8409 (38.4%) missing values	`age_years` has 9035 (40.0%) missing values	Missing
`biomarker` has 18841 (86.1%) missing values	`biomarker` has 19548 (86.5%) missing values	Missing
`dietary_restriction` has 21464 (98.1%) missing values	`dietary_restriction` has 22171 (98.2%) missing values	Missing
`feces_phenotype_metric` has 20784 (95.0%) missing values	`feces_phenotype_metric` has 21491 (95.1%) missing values	Missing
`feces_phenotype_value` has 20784 (95.0%) missing values	`feces_phenotype_value` has 21491 (95.1%) missing values	Missing
`feces_phenotype_metric_ontology_term_id` has 20784 (95.0%) missing values	Alert not present in this dataset	Missing
`fmt_role` has 21725 (99.3%) missing values	Alert not present in this dataset	Missing
`fmt_id` has 21736 (99.3%) missing values	`fmt_id` has 22443 (99.4%) missing values	Missing
`sex` has 2558 (11.7%) missing values	`sex` has 2558 (11.3%) missing values	Missing
`sex_ontology_term_id` has 2558 (11.7%) missing values	Alert not present in this dataset	Missing
`hla` has 20981 (95.9%) missing values	Alert not present in this dataset	Missing
`hla_ontology_term_id` has 20981 (95.9%) missing values	Alert not present in this dataset	Missing
`smoker` has 18901 (86.4%) missing values	`smoker` has 19608 (86.8%) missing values	Missing
`smoker_ontology_term_id` has 18901 (86.4%) missing values	Alert not present in this dataset	Missing
`antibiotics_current_use` has 7306 (33.4%) missing values	`antibiotics_current_use` has 7932 (35.1%) missing values	Missing
`treatment` has 19534 (89.3%) missing values	`treatment` has 20241 (89.6%) missing values	Missing
`treatment_ontology_term_id` has 16053 (73.4%) missing values	Alert not present in this dataset	Missing
`tumor_staging_ajcc` has 21252 (97.1%) missing values	`tumor_staging_ajcc` has 21959 (97.2%) missing values	Missing
`tumor_staging_tnm` has 21619 (98.8%) missing values	`tumor_staging_tnm` has 22326 (98.8%) missing values	Missing
`unmetadata` has 19810 (90.5%) missing values	`unmetadata` has 20517 (90.8%) missing values	Missing
Alert not present in this dataset	`age_min` has 627 (2.8%) missing values	Missing
Alert not present in this dataset	`age_max` has 627 (2.8%) missing values	Missing
Alert not present in this dataset	`control` has 707 (3.1%) missing values	Missing

Reproduction

	curated_md_report	concatenated_md_report
Analysis started	2025-03-31 03:31:04.154718	2025-03-31 03:31:10.895815
Analysis finished	2025-03-31 03:31:10.887266	2025-03-31 03:31:14.891206
Duration	6.73 seconds	4 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

study_name
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	90	93
Distinct (%)	0.4%	0.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	22	22
Median length	19	19
Mean length	12.773411	12.756242
Min length	8	8

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	279495	288138
Distinct characters	61	61
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	AsnicarF_2017	AsnicarF_2017
2nd row	AsnicarF_2017	AsnicarF_2017
3rd row	AsnicarF_2017	AsnicarF_2017
4th row	AsnicarF_2017	AsnicarF_2017
5th row	AsnicarF_2017	AsnicarF_2017

Value	Count	Frequency (%)
metacardis_2020_a	1831	8.4%
shaoy_2019	1644	7.5%
hmp_2019_ibdmdb	1627	7.4%
lifelinesdeep_2016	1135	5.2%
asnicarf_2021	1098	5.0%
mehtars_2018	928	4.2%
zeevid_2015	900	4.1%
vatanent_2016	785	3.6%
hmp_2012	748	3.4%
yachidas_2019	616	2.8%
Other values (80)	10569	48.3%

Value	Count	Frequency (%)
metacardis_2020_a	1831	8.1%
shaoy_2019	1644	7.3%
hmp_2019_ibdmdb	1627	7.2%
lifelinesdeep_2016	1135	5.0%
asnicarf_2021	1098	4.9%
mehtars_2018	928	4.1%
zeevid_2015	900	4.0%
vatanent_2016	785	3.5%
hmp_2012	748	3.3%
yachidas_2019	616	2.7%
Other values (83)	11276	49.9%

Most occurring characters

Value	Count	Frequency (%)
2	27391	9.8%
_	25877	9.3%
0	24226	8.7%
1	19206	6.9%
e	16920	6.1%
a	16355	5.9%
i	13607	4.9%
n	7790	2.8%
s	7329	2.6%
r	6667	2.4%
Other values (51)	114127	40.8%

Value	Count	Frequency (%)
2	28098	9.8%
_	26584	9.2%
0	24933	8.7%
1	19913	6.9%
a	17143	5.9%
e	16920	5.9%
i	14043	4.9%
n	8033	2.8%
s	7871	2.7%
r	6938	2.4%
Other values (51)	117662	40.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	279495	100.0%

Value	Count	Frequency (%)
(unknown)	288138	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	27391	9.8%
_	25877	9.3%
0	24226	8.7%
1	19206	6.9%
e	16920	6.1%
a	16355	5.9%
i	13607	4.9%
n	7790	2.8%
s	7329	2.6%
r	6667	2.4%
Other values (51)	114127	40.8%

Value	Count	Frequency (%)
2	28098	9.8%
_	26584	9.2%
0	24933	8.7%
1	19913	6.9%
a	17143	5.9%
e	16920	5.9%
i	14043	4.9%
n	8033	2.8%
s	7871	2.7%
r	6938	2.4%
Other values (51)	117662	40.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	279495	100.0%

Value	Count	Frequency (%)
(unknown)	288138	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	27391	9.8%
_	25877	9.3%
0	24226	8.7%
1	19206	6.9%
e	16920	6.1%
a	16355	5.9%
i	13607	4.9%
n	7790	2.8%
s	7329	2.6%
r	6667	2.4%
Other values (51)	114127	40.8%

Value	Count	Frequency (%)
2	28098	9.8%
_	26584	9.2%
0	24933	8.7%
1	19913	6.9%
a	17143	5.9%
e	16920	5.9%
i	14043	4.9%
n	8033	2.8%
s	7871	2.7%
r	6938	2.4%
Other values (51)	117662	40.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	279495	100.0%

Value	Count	Frequency (%)
(unknown)	288138	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	27391	9.8%
_	25877	9.3%
0	24226	8.7%
1	19206	6.9%
e	16920	6.1%
a	16355	5.9%
i	13607	4.9%
n	7790	2.8%
s	7329	2.6%
r	6667	2.4%
Other values (51)	114127	40.8%

Value	Count	Frequency (%)
2	28098	9.8%
_	26584	9.2%
0	24933	8.7%
1	19913	6.9%
a	17143	5.9%
e	16920	5.9%
i	14043	4.9%
n	8033	2.8%
s	7871	2.7%
r	6938	2.4%
Other values (51)	117662	40.8%

sample_id
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	21704	22411
Distinct (%)	99.2%	99.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	57	57
Median length	54	54
Mean length	14.422878	14.524172
Min length	2	2

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	315587	328072
Distinct characters	65	65
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	21527	22234 ?
Unique (%)	98.4%	98.4%

Sample

	curated_md_report	concatenated_md_report
1st row	MV_FEI1_t1Q14	MV_FEI1_t1Q14
2nd row	MV_FEI2_t1Q14	MV_FEI2_t1Q14
3rd row	MV_FEI3_t1Q14	MV_FEI3_t1Q14
4th row	MV_FEI4_t1Q14	MV_FEI4_t1Q14
5th row	MV_FEI4_t2Q15	MV_FEI4_t2Q15

Value	Count	Frequency (%)
mh0039	2	< 0.1%
mh0081	2	< 0.1%
mh0059	2	< 0.1%
mh0048	2	< 0.1%
mh0126	2	< 0.1%
mh0040	2	< 0.1%
mh0041	2	< 0.1%
mh0042	2	< 0.1%
mh0043	2	< 0.1%
mh0044	2	< 0.1%
Other values (21694)	21861	99.9%

Value	Count	Frequency (%)
mh0132	2	< 0.1%
mh0127	2	< 0.1%
mh0143	2	< 0.1%
mh0144	2	< 0.1%
mh0145	2	< 0.1%
mh0146	2	< 0.1%
mh0148	2	< 0.1%
mh0139	2	< 0.1%
mh0149	2	< 0.1%
mh0079	2	< 0.1%
Other values (22401)	22568	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	40630	12.9%
1	26414	8.4%
2	16856	5.3%
6	15293	4.8%
4	14314	4.5%
9	14047	4.5%
S	13725	4.3%
M	13660	4.3%
7	13500	4.3%
3	12757	4.0%
Other values (55)	134391	42.6%

Value	Count	Frequency (%)
0	44533	13.6%
1	27806	8.5%
2	17408	5.3%
6	16037	4.9%
4	14743	4.5%
9	14265	4.3%
7	14162	4.3%
M	13741	4.2%
S	13725	4.2%
3	13528	4.1%
Other values (55)	138124	42.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	315587	100.0%

Value	Count	Frequency (%)
(unknown)	328072	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	40630	12.9%
1	26414	8.4%
2	16856	5.3%
6	15293	4.8%
4	14314	4.5%
9	14047	4.5%
S	13725	4.3%
M	13660	4.3%
7	13500	4.3%
3	12757	4.0%
Other values (55)	134391	42.6%

Value	Count	Frequency (%)
0	44533	13.6%
1	27806	8.5%
2	17408	5.3%
6	16037	4.9%
4	14743	4.5%
9	14265	4.3%
7	14162	4.3%
M	13741	4.2%
S	13725	4.2%
3	13528	4.1%
Other values (55)	138124	42.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	315587	100.0%

Value	Count	Frequency (%)
(unknown)	328072	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	40630	12.9%
1	26414	8.4%
2	16856	5.3%
6	15293	4.8%
4	14314	4.5%
9	14047	4.5%
S	13725	4.3%
M	13660	4.3%
7	13500	4.3%
3	12757	4.0%
Other values (55)	134391	42.6%

Value	Count	Frequency (%)
0	44533	13.6%
1	27806	8.5%
2	17408	5.3%
6	16037	4.9%
4	14743	4.5%
9	14265	4.3%
7	14162	4.3%
M	13741	4.2%
S	13725	4.2%
3	13528	4.1%
Other values (55)	138124	42.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	315587	100.0%

Value	Count	Frequency (%)
(unknown)	328072	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	40630	12.9%
1	26414	8.4%
2	16856	5.3%
6	15293	4.8%
4	14314	4.5%
9	14047	4.5%
S	13725	4.3%
M	13660	4.3%
7	13500	4.3%
3	12757	4.0%
Other values (55)	134391	42.6%

Value	Count	Frequency (%)
0	44533	13.6%
1	27806	8.5%
2	17408	5.3%
6	16037	4.9%
4	14743	4.5%
9	14265	4.3%
7	14162	4.3%
M	13741	4.2%
S	13725	4.2%
3	13528	4.1%
Other values (55)	138124	42.1%

age_years
Real number (ℝ)

	curated_md_report	concatenated_md_report
Distinct	464	465
Distinct (%)	3.4%	3.4%
Missing	8409	9035
Missing (%)	38.4%	40.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	32.742141	32.896563

	curated_md_report	concatenated_md_report
Minimum	0	0
Maximum	92	92
Zeros	43	43
Zeros (%)	0.2%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Quantile statistics

	curated_md_report	concatenated_md_report
Minimum	0	0
5-th percentile	0.019178082	0.019178082
Q1	6	6
median	32	32
Q3	54	54
95-th percentile	71	71
Maximum	92	92
Range	92	92
Interquartile range (IQR)	48	48

Descriptive statistics

	curated_md_report	concatenated_md_report
Standard deviation	24.79753	24.817257
Coefficient of variation (CV)	0.75735823	0.75440274
Kurtosis	-1.2321976	-1.2354848
Mean	32.742141	32.896563
Median Absolute Deviation (MAD)	23	23
Skewness	0.093306608	0.08417056
Sum	441102.12	445847.12
Variance	614.91748	615.89626
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01917808219	539	2.5%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	280	1.3%
23	243	1.1%
26	232	1.1%
32	231	1.1%
27	226	1.0%
50	224	1.0%
Other values (454)	10428	47.7%
(Missing)	8409	38.4%

Value	Count	Frequency (%)
0.01917808219	539	2.4%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	287	1.3%
23	243	1.1%
26	232	1.0%
32	231	1.0%
50	226	1.0%
27	226	1.0%
Other values (455)	10500	46.5%
(Missing)	9035	40.0%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

age_min
Real number (ℝ)

	curated_md_report	concatenated_md_report
Distinct	464	465
Distinct (%)	2.1%	2.1%
Missing	1	627
Missing (%)	< 0.1%	2.8%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	28.489357	28.600342

	curated_md_report	concatenated_md_report
Minimum	0	0
Maximum	92	92
Zeros	187	187
Zeros (%)	0.9%	0.8%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Quantile statistics

	curated_md_report	concatenated_md_report
Minimum	0	0
5-th percentile	0.019178082	0.019178082
Q1	18	18
median	18	18
Q3	46	46
95-th percentile	69	69
Maximum	92	92
Range	92	92
Interquartile range (IQR)	28	28

Descriptive statistics

	curated_md_report	concatenated_md_report
Standard deviation	21.920538	21.965644
Coefficient of variation (CV)	0.76942902	0.7680203
Kurtosis	-0.6680911	-0.68487874
Mean	28.489357	28.600342
Median Absolute Deviation (MAD)	14	14
Skewness	0.64477406	0.63645516
Sum	623347.12	628092.12
Variance	480.50998	482.4895
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	7465	34.1%
65	922	4.2%
0.01917808219	539	2.5%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	280	1.3%
23	243	1.1%
26	232	1.1%
32	231	1.1%
Other values (454)	10899	49.8%

Value	Count	Frequency (%)
18	7465	33.0%
65	926	4.1%
0.01917808219	539	2.4%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	287	1.3%
23	243	1.1%
26	232	1.0%
32	231	1.0%
Other values (455)	10969	48.6%
(Missing)	627	2.8%

Value	Count	Frequency (%)
0	187	0.9%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	187	0.8%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	187	0.9%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	187	0.8%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

age_max
Real number (ℝ)

	curated_md_report	concatenated_md_report
Distinct	465	466
Distinct (%)	2.1%	2.1%
Missing	1	627
Missing (%)	< 0.1%	2.8%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	46.680581	46.724472

	curated_md_report	concatenated_md_report
Minimum	0	0
Maximum	130	130
Zeros	43	43
Zeros (%)	0.2%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Quantile statistics

	curated_md_report	concatenated_md_report
Minimum	0	0
5-th percentile	0.030136986	0.030136986
Q1	24	24
median	57	57
Q3	65	65
95-th percentile	75	75
Maximum	130	130
Range	130	130
Interquartile range (IQR)	41	41

Descriptive statistics

	curated_md_report	concatenated_md_report
Standard deviation	29.434893	29.396631
Coefficient of variation (CV)	0.63055969	0.62914849
Kurtosis	0.3773218	0.38222039
Mean	46.680581	46.724472
Median Absolute Deviation (MAD)	11	11
Skewness	0.16965504	0.16608084
Sum	1021371.1	1026116.1
Variance	866.41293	864.16191
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	7595	34.7%
130	743	3.4%
0.01917808219	539	2.5%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	280	1.3%
23	243	1.1%
2	239	1.1%
26	232	1.1%
Other values (455)	10940	50.0%

Value	Count	Frequency (%)
65	7599	33.6%
130	743	3.3%
0.01917808219	539	2.4%
1	418	1.9%
0.05753424658	335	1.5%
0.01095890411	316	1.4%
51	287	1.3%
23	243	1.1%
2	239	1.1%
26	232	1.0%
Other values (456)	11010	48.7%
(Missing)	627	2.8%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.2%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.5%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

Value	Count	Frequency (%)
0	43	0.2%
0.002739726027	21	0.1%
0.005479452055	24	0.1%
0.008219178082	33	0.1%
0.01095890411	316	1.4%
0.01369863014	29	0.1%
0.01643835616	12	0.1%
0.01917808219	539	2.4%
0.02191780822	26	0.1%
0.02465753425	22	0.1%

age_group
Categorical

	curated_md_report	concatenated_md_report
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	1	1
Missing (%)	< 0.1%	< 0.1%
Memory size	171.1 KiB	176.6 KiB

Adult	14924
Infant	3272
Elderly	2357
Adolescent	760
Children 2-11 Years Old	567

Adult	15454
Infant	3427
Elderly	2379
Adolescent	760
Children 2-11 Years Old	567

Length

	curated_md_report	concatenated_md_report
Max length	23	23
Median length	5	5
Mean length	6.0051188	5.9824678
Min length	5	5

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	131392	135126
Distinct characters	25	25
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	Infant	Infant
2nd row	Infant	Infant
3rd row	Infant	Infant
4th row	Infant	Infant
5th row	Infant	Infant

Common Values

Value	Count	Frequency (%)
Adult	14924	68.2%
Infant	3272	15.0%
Elderly	2357	10.8%
Adolescent	760	3.5%
Children 2-11 Years Old	567	2.6%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
Adult	15454	68.4%
Infant	3427	15.2%
Elderly	2379	10.5%
Adolescent	760	3.4%
Children 2-11 Years Old	567	2.5%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
adult	14924	63.3%
infant	3272	13.9%
elderly	2357	10.0%
adolescent	760	3.2%
children	567	2.4%
2-11	567	2.4%
years	567	2.4%
old	567	2.4%

Value	Count	Frequency (%)
adult	15454	63.6%
infant	3427	14.1%
elderly	2379	9.8%
adolescent	760	3.1%
children	567	2.3%
2-11	567	2.3%
years	567	2.3%
old	567	2.3%

Most occurring characters

Value	Count	Frequency (%)
l	21532	16.4%
d	19175	14.6%
t	18956	14.4%
A	15684	11.9%
u	14924	11.4%
n	7871	6.0%
e	5011	3.8%
a	3839	2.9%
r	3491	2.7%
I	3272	2.5%
Other values (15)	17637	13.4%

Value	Count	Frequency (%)
l	22106	16.4%
d	19727	14.6%
t	19641	14.5%
A	16214	12.0%
u	15454	11.4%
n	8181	6.1%
e	5033	3.7%
a	3994	3.0%
r	3513	2.6%
I	3427	2.5%
Other values (15)	17836	13.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	131392	100.0%

Value	Count	Frequency (%)
(unknown)	135126	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	21532	16.4%
d	19175	14.6%
t	18956	14.4%
A	15684	11.9%
u	14924	11.4%
n	7871	6.0%
e	5011	3.8%
a	3839	2.9%
r	3491	2.7%
I	3272	2.5%
Other values (15)	17637	13.4%

Value	Count	Frequency (%)
l	22106	16.4%
d	19727	14.6%
t	19641	14.5%
A	16214	12.0%
u	15454	11.4%
n	8181	6.1%
e	5033	3.7%
a	3994	3.0%
r	3513	2.6%
I	3427	2.5%
Other values (15)	17836	13.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	131392	100.0%

Value	Count	Frequency (%)
(unknown)	135126	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	21532	16.4%
d	19175	14.6%
t	18956	14.4%
A	15684	11.9%
u	14924	11.4%
n	7871	6.0%
e	5011	3.8%
a	3839	2.9%
r	3491	2.7%
I	3272	2.5%
Other values (15)	17637	13.4%

Value	Count	Frequency (%)
l	22106	16.4%
d	19727	14.6%
t	19641	14.5%
A	16214	12.0%
u	15454	11.4%
n	8181	6.1%
e	5033	3.7%
a	3994	3.0%
r	3513	2.6%
I	3427	2.5%
Other values (15)	17836	13.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	131392	100.0%

Value	Count	Frequency (%)
(unknown)	135126	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	21532	16.4%
d	19175	14.6%
t	18956	14.4%
A	15684	11.9%
u	14924	11.4%
n	7871	6.0%
e	5011	3.8%
a	3839	2.9%
r	3491	2.7%
I	3272	2.5%
Other values (15)	17637	13.4%

Value	Count	Frequency (%)
l	22106	16.4%
d	19727	14.6%
t	19641	14.5%
A	16214	12.0%
u	15454	11.4%
n	8181	6.1%
e	5033	3.7%
a	3994	3.0%
r	3513	2.6%
I	3427	2.5%
Other values (15)	17836	13.2%

age_group_ontology_term_id
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	171.1 KiB

NCIT:C49685	14924
NCIT:C27956	3272
NCIT:C16268	2357
NCIT:C27954	760
NCIT:C49683	567

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	240680
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NCIT:C27956
2nd row	NCIT:C27956
3rd row	NCIT:C27956
4th row	NCIT:C27956
5th row	NCIT:C27956

Common Values

Value	Count	Frequency (%)
NCIT:C49685	14924	68.2%
NCIT:C27956	3272	15.0%
NCIT:C16268	2357	10.8%
NCIT:C27954	760	3.5%
NCIT:C49683	567	2.6%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ncit:c49685	14924	68.2%
ncit:c27956	3272	15.0%
ncit:c16268	2357	10.8%
ncit:c27954	760	3.5%
ncit:c49683	567	2.6%

Most occurring characters

Value	Count	Frequency (%)
C	43760	18.2%
6	23477	9.8%
N	21880	9.1%
I	21880	9.1%
T	21880	9.1%
:	21880	9.1%
9	19523	8.1%
5	18956	7.9%
8	17848	7.4%
4	16251	6.8%
Other values (4)	13345	5.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	240680	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	43760	18.2%
6	23477	9.8%
N	21880	9.1%
I	21880	9.1%
T	21880	9.1%
:	21880	9.1%
9	19523	8.1%
5	18956	7.9%
8	17848	7.4%
4	16251	6.8%
Other values (4)	13345	5.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	240680	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	43760	18.2%
6	23477	9.8%
N	21880	9.1%
I	21880	9.1%
T	21880	9.1%
:	21880	9.1%
9	19523	8.1%
5	18956	7.9%
8	17848	7.4%
4	16251	6.8%
Other values (4)	13345	5.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	240680	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	43760	18.2%
6	23477	9.8%
N	21880	9.1%
I	21880	9.1%
T	21880	9.1%
:	21880	9.1%
9	19523	8.1%
5	18956	7.9%
8	17848	7.4%
4	16251	6.8%
Other values (4)	13345	5.5%

biomarker
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	2805	2805
Distinct (%)	92.3%	92.3%
Missing	18841	19548
Missing (%)	86.1%	86.5%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	628	628
Median length	616	616
Mean length	198.78684	198.78684
Min length	25	25

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	604312	604312
Distinct characters	62	62
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	2702	2702 ?
Unique (%)	88.9%	88.9%

Sample

	curated_md_report	concatenated_md_report
1st row	Alanine_Aminotransferase_in_U/L:45;Albumin_in_g/dL:49;Aspartate_Aminotransferase_in_U/L:34;Creatine_in_umol/L:56;Erythrocyte_Sedimentation_Rate_in_mm/hr:4;Globulin_Protein_in_g/L:32;High_Sensitivity_C-Reactive_Protein_in_mg/L:5;Urea_Nitrogen_in_mmol/L:4.1	Alanine_Aminotransferase_in_U/L:45;Albumin_in_g/dL:49;Aspartate_Aminotransferase_in_U/L:34;Creatine_in_umol/L:56;Erythrocyte_Sedimentation_Rate_in_mm/hr:4;Globulin_Protein_in_g/L:32;High_Sensitivity_C-Reactive_Protein_in_mg/L:5;Urea_Nitrogen_in_mmol/L:4.1
2nd row	Alanine_Aminotransferase_in_U/L:54;Albumin_in_g/dL:44.3;Aspartate_Aminotransferase_in_U/L:36;Creatine_in_umol/L:96;Erythrocyte_Sedimentation_Rate_in_mm/hr:3;Globulin_Protein_in_g/L:20.8;High_Sensitivity_C-Reactive_Protein_in_mg/L:8;Urea_Nitrogen_in_mmol/L:6.87	Alanine_Aminotransferase_in_U/L:54;Albumin_in_g/dL:44.3;Aspartate_Aminotransferase_in_U/L:36;Creatine_in_umol/L:96;Erythrocyte_Sedimentation_Rate_in_mm/hr:3;Globulin_Protein_in_g/L:20.8;High_Sensitivity_C-Reactive_Protein_in_mg/L:8;Urea_Nitrogen_in_mmol/L:6.87
3rd row	Alanine_Aminotransferase_in_U/L:34;Albumin_in_g/dL:49;Aspartate_Aminotransferase_in_U/L:21;Creatine_in_umol/L:75;Erythrocyte_Sedimentation_Rate_in_mm/hr:24;Globulin_Protein_in_g/L:18.9;High_Sensitivity_C-Reactive_Protein_in_mg/L:8;Urea_Nitrogen_in_mmol/L:3.78	Alanine_Aminotransferase_in_U/L:34;Albumin_in_g/dL:49;Aspartate_Aminotransferase_in_U/L:21;Creatine_in_umol/L:75;Erythrocyte_Sedimentation_Rate_in_mm/hr:24;Globulin_Protein_in_g/L:18.9;High_Sensitivity_C-Reactive_Protein_in_mg/L:8;Urea_Nitrogen_in_mmol/L:3.78
4th row	Alanine_Aminotransferase_in_U/L:22;Albumin_in_g/dL:40.1;Aspartate_Aminotransferase_in_U/L:29;Creatine_in_umol/L:64;Erythrocyte_Sedimentation_Rate_in_mm/hr:11;Globulin_Protein_in_g/L:31.9;High_Sensitivity_C-Reactive_Protein_in_mg/L:2.3;Urea_Nitrogen_in_mmol/L:4.01	Alanine_Aminotransferase_in_U/L:22;Albumin_in_g/dL:40.1;Aspartate_Aminotransferase_in_U/L:29;Creatine_in_umol/L:64;Erythrocyte_Sedimentation_Rate_in_mm/hr:11;Globulin_Protein_in_g/L:31.9;High_Sensitivity_C-Reactive_Protein_in_mg/L:2.3;Urea_Nitrogen_in_mmol/L:4.01
5th row	Alanine_Aminotransferase_in_U/L:18;Albumin_in_g/dL:41.6;Aspartate_Aminotransferase_in_U/L:18;Creatine_in_umol/L:80.4;Erythrocyte_Sedimentation_Rate_in_mm/hr:18;Globulin_Protein_in_g/L:26.6;High_Sensitivity_C-Reactive_Protein_in_mg/L:3.9;Urea_Nitrogen_in_mmol/L:5.53	Alanine_Aminotransferase_in_U/L:18;Albumin_in_g/dL:41.6;Aspartate_Aminotransferase_in_U/L:18;Creatine_in_umol/L:80.4;Erythrocyte_Sedimentation_Rate_in_mm/hr:18;Globulin_Protein_in_g/L:26.6;High_Sensitivity_C-Reactive_Protein_in_mg/L:3.9;Urea_Nitrogen_in_mmol/L:5.53

Value	Count	Frequency (%)
diastolic_blood_pressure_in_mm/hg:80;systolic_blood_pressure_in_mm/hg:120	29	1.0%
autoantibody_titer_measurement_(procedure):iaa;gada;ia-2a;znt8a;ica	28	0.9%
diastolic_blood_pressure_in_mm/hg:70;systolic_blood_pressure_in_mm/hg:110	13	0.4%
autoantibody_titer_measurement_(procedure):iaa;gada	12	0.4%
autoantibody_titer_measurement_(procedure):iaa;gada;znt8a;ica	10	0.3%
autoantibody_titer_measurement_(procedure):iaa;ia-2a;znt8a;ica	9	0.3%
autoantibody_titer_measurement_(procedure):iaa;gada;ia-2a;ica	7	0.2%
cholesterol_in_mg/dl:211.1382;creatinine_in_umol/l:80.19;high_density_lipoprotein_cholesterol_in_mg/dl:51.0444;ldl_particles_in_mg/dl:128.3844;triglyceride_in_mg/dl:158.5403	7	0.2%
autoantibody_titer_measurement_(procedure):iaa;ica	7	0.2%
diastolic_blood_pressure_in_mm/hg:60;systolic_blood_pressure_in_mm/hg:100	5	0.2%
Other values (2795)	2913	95.8%

Value	Count	Frequency (%)
diastolic_blood_pressure_in_mm/hg:80;systolic_blood_pressure_in_mm/hg:120	29	1.0%
autoantibody_titer_measurement_(procedure):iaa;gada;ia-2a;znt8a;ica	28	0.9%
diastolic_blood_pressure_in_mm/hg:70;systolic_blood_pressure_in_mm/hg:110	13	0.4%
autoantibody_titer_measurement_(procedure):iaa;gada	12	0.4%
autoantibody_titer_measurement_(procedure):iaa;gada;znt8a;ica	10	0.3%
autoantibody_titer_measurement_(procedure):iaa;ia-2a;znt8a;ica	9	0.3%
autoantibody_titer_measurement_(procedure):iaa;gada;ia-2a;ica	7	0.2%
cholesterol_in_mg/dl:211.1382;creatinine_in_umol/l:80.19;high_density_lipoprotein_cholesterol_in_mg/dl:51.0444;ldl_particles_in_mg/dl:128.3844;triglyceride_in_mg/dl:158.5403	7	0.2%
autoantibody_titer_measurement_(procedure):iaa;ica	7	0.2%
diastolic_blood_pressure_in_mm/hg:60;systolic_blood_pressure_in_mm/hg:100	5	0.2%
Other values (2795)	2913	95.8%

Most occurring characters

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Value	Count	Frequency (%)
(unknown)	604312	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

Value	Count	Frequency (%)
_	55291	9.1%
i	48146	8.0%
e	38229	6.3%
n	33837	5.6%
o	31170	5.2%
l	28005	4.6%
m	24744	4.1%
t	23738	3.9%
r	22611	3.7%
g	18271	3.0%
Other values (52)	280270	46.4%

body_site
Categorical

	curated_md_report	concatenated_md_report
Distinct	24	24
Distinct (%)	0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

feces	19400
feces;rectum	923
skin epidermis	373
oral cavity	220
oral cavity;dorsum of tongue	198
Other values (19)	767

feces	20107
feces;rectum	923
skin epidermis	373
oral cavity	220
oral cavity;dorsum of tongue	198
Other values (19)	767

Length

	curated_md_report	concatenated_md_report
Max length	39	39
Median length	5	5
Mean length	6.5951282	6.545201
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	144308	147843
Distinct characters	26	26
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	1	1 ?
Unique (%)	< 0.1%	< 0.1%

Sample

	curated_md_report	concatenated_md_report
1st row	feces	feces
2nd row	feces	feces
3rd row	feces	feces
4th row	feces	feces
5th row	feces	feces

Common Values

Value	Count	Frequency (%)
feces	19400	88.7%
feces;rectum	923	4.2%
skin epidermis	373	1.7%
oral cavity	220	1.0%
oral cavity;dorsum of tongue	198	0.9%
oral cavity;subgingival dental plaque	168	0.8%
oral cavity;supragingival dental plaque	127	0.6%
oral cavity;buccal mucosa	119	0.5%
nasal cavity;anterior naris	93	0.4%
vagina;posterior fornix of vagina	62	0.3%
Other values (14)	198	0.9%

Value	Count	Frequency (%)
feces	20107	89.0%
feces;rectum	923	4.1%
skin epidermis	373	1.7%
oral cavity	220	1.0%
oral cavity;dorsum of tongue	198	0.9%
oral cavity;subgingival dental plaque	168	0.7%
oral cavity;supragingival dental plaque	127	0.6%
oral cavity;buccal mucosa	119	0.5%
nasal cavity;anterior naris	93	0.4%
vagina;posterior fornix of vagina	62	0.3%
Other values (14)	198	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

concatenated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
feces	19400	78.1%
feces;rectum	923	3.7%
oral	857	3.5%
skin	504	2.0%
epidermis	373	1.5%
plaque	295	1.2%
dental	295	1.2%
of	260	1.0%
cavity	220	0.9%
cavity;dorsum	198	0.8%
Other values (31)	1502	6.0%

Value	Count	Frequency (%)
feces	20107	78.7%
feces;rectum	923	3.6%
oral	857	3.4%
skin	504	2.0%
epidermis	373	1.5%
plaque	295	1.2%
dental	295	1.2%
of	260	1.0%
cavity	220	0.9%
cavity;dorsum	198	0.8%
Other values (31)	1502	5.9%

Most occurring characters

Value	Count	Frequency (%)
e	43731	30.3%
c	22619	15.7%
s	22217	15.4%
f	20689	14.3%
a	3939	2.7%
i	3707	2.6%
r	3313	2.3%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.3%

Value	Count	Frequency (%)
e	45145	30.5%
c	23326	15.8%
s	22924	15.5%
f	21396	14.5%
a	3939	2.7%
i	3707	2.5%
r	3313	2.2%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	144308	100.0%

Value	Count	Frequency (%)
(unknown)	147843	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	43731	30.3%
c	22619	15.7%
s	22217	15.4%
f	20689	14.3%
a	3939	2.7%
i	3707	2.6%
r	3313	2.3%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.3%

Value	Count	Frequency (%)
e	45145	30.5%
c	23326	15.8%
s	22924	15.5%
f	21396	14.5%
a	3939	2.7%
i	3707	2.5%
r	3313	2.2%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	144308	100.0%

Value	Count	Frequency (%)
(unknown)	147843	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	43731	30.3%
c	22619	15.7%
s	22217	15.4%
f	20689	14.3%
a	3939	2.7%
i	3707	2.6%
r	3313	2.3%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.3%

Value	Count	Frequency (%)
e	45145	30.5%
c	23326	15.8%
s	22924	15.5%
f	21396	14.5%
a	3939	2.7%
i	3707	2.5%
r	3313	2.2%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	144308	100.0%

Value	Count	Frequency (%)
(unknown)	147843	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	43731	30.3%
c	22619	15.7%
s	22217	15.4%
f	20689	14.3%
a	3939	2.7%
i	3707	2.6%
r	3313	2.3%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.3%

Value	Count	Frequency (%)
e	45145	30.5%
c	23326	15.8%
s	22924	15.5%
f	21396	14.5%
a	3939	2.7%
i	3707	2.5%
r	3313	2.2%
	2946	2.0%
t	2638	1.8%
u	2201	1.5%
Other values (16)	16308	11.0%

body_site_ontology_term_id
Categorical

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	171.1 KiB

UBERON:0001988	19400
UBERON:0001988;UBERON:0001052	923
UBERON:0001003	373
UBERON:0000167	220
UBERON:0000167;UBERON:0009471	198
Other values (19)	767

Length

Max length	29
Median length	14
Mean length	15.281934
Min length	14

Characters and Unicode

Total characters	334384
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	UBERON:0001988
2nd row	UBERON:0001988
3rd row	UBERON:0001988
4th row	UBERON:0001988
5th row	UBERON:0001988

Common Values

Value	Count	Frequency (%)
UBERON:0001988	19400	88.7%
UBERON:0001988;UBERON:0001052	923	4.2%
UBERON:0001003	373	1.7%
UBERON:0000167	220	1.0%
UBERON:0000167;UBERON:0009471	198	0.9%
UBERON:0000167;UBERON:0016484	168	0.8%
UBERON:0000167;UBERON:0016485	127	0.6%
UBERON:0000167;UBERON:0006956	119	0.5%
UBERON:0001707;UBERON:2001427	93	0.4%
UBERON:0000996;UBERON:0016486	62	0.3%
Other values (14)	198	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
uberon:0001988	19400	88.7%
uberon:0001988;uberon:0001052	923	4.2%
uberon:0001003	373	1.7%
uberon:0000167	220	1.0%
uberon:0000167;uberon:0009471	198	0.9%
uberon:0000167;uberon:0016484	168	0.8%
uberon:0000167;uberon:0016485	127	0.6%
uberon:0000167;uberon:0006956	119	0.5%
uberon:0001707;uberon:2001427	93	0.4%
uberon:0000996;uberon:0016486	62	0.3%
Other values (14)	198	0.9%

Most occurring characters

Value	Count	Frequency (%)
0	73688	22.0%
8	41074	12.3%
U	23751	7.1%
E	23751	7.1%
R	23751	7.1%
O	23751	7.1%
N	23751	7.1%
:	23751	7.1%
B	23751	7.1%
1	23552	7.0%
Other values (8)	29813	8.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	334384	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	73688	22.0%
8	41074	12.3%
U	23751	7.1%
E	23751	7.1%
R	23751	7.1%
O	23751	7.1%
N	23751	7.1%
:	23751	7.1%
B	23751	7.1%
1	23552	7.0%
Other values (8)	29813	8.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	334384	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	73688	22.0%
8	41074	12.3%
U	23751	7.1%
E	23751	7.1%
R	23751	7.1%
O	23751	7.1%
N	23751	7.1%
:	23751	7.1%
B	23751	7.1%
1	23552	7.0%
Other values (8)	29813	8.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	334384	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	73688	22.0%
8	41074	12.3%
U	23751	7.1%
E	23751	7.1%
R	23751	7.1%
O	23751	7.1%
N	23751	7.1%
:	23751	7.1%
B	23751	7.1%
1	23552	7.0%
Other values (8)	29813	8.9%

country
Categorical

	curated_md_report	concatenated_md_report
Distinct	42	42
Distinct (%)	0.2%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

United States	5350
United Kingdom	3087
Netherlands	1736
China	1673
Denmark	1301
Other values (37)	8734

United States	5404
United Kingdom	3087
Netherlands	2091
China	1673
Denmark	1301
Other values (37)	9032

Length

	curated_md_report	concatenated_md_report
Max length	28	28
Median length	17	17
Mean length	9.6552717	9.6121835
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	211267	217120
Distinct characters	46	46
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	3	3 ?
Unique (%)	< 0.1%	< 0.1%

Sample

	curated_md_report	concatenated_md_report
1st row	Italy	Italy
2nd row	Italy	Italy
3rd row	Italy	Italy
4th row	Italy	Italy
5th row	Italy	Italy

Common Values

Value	Count	Frequency (%)
United States	5350	24.5%
United Kingdom	3087	14.1%
Netherlands	1736	7.9%
China	1673	7.6%
Denmark	1301	5.9%
Germany	988	4.5%
France	915	4.2%
Israel	900	4.1%
Italy	853	3.9%
Japan	696	3.2%
Other values (32)	4382	20.0%

Value	Count	Frequency (%)
United States	5404	23.9%
United Kingdom	3087	13.7%
Netherlands	2091	9.3%
China	1673	7.4%
Denmark	1301	5.8%
Germany	988	4.4%
France	915	4.1%
Israel	900	4.0%
Italy	853	3.8%
Japan	696	3.1%
Other values (32)	4680	20.7%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

concatenated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
united	8572	27.5%
states	5350	17.1%
kingdom	3087	9.9%
netherlands	1736	5.6%
china	1673	5.4%
denmark	1301	4.2%
germany	988	3.2%
france	915	2.9%
israel	900	2.9%
italy	853	2.7%
Other values (38)	5841	18.7%

Value	Count	Frequency (%)
united	8626	27.0%
states	5404	16.9%
kingdom	3087	9.7%
netherlands	2091	6.5%
china	1673	5.2%
denmark	1301	4.1%
germany	988	3.1%
france	915	2.9%
israel	900	2.8%
italy	853	2.7%
Other values (38)	6139	19.2%

Most occurring characters

Value	Count	Frequency (%)
e	24265	11.5%
n	23170	11.0%
t	22763	10.8%
a	20438	9.7%
i	16568	7.8%
d	15623	7.4%
s	9386	4.4%
	9335	4.4%
U	8572	4.1%
r	7195	3.4%
Other values (36)	53952	25.5%

Value	Count	Frequency (%)
e	25083	11.6%
n	23606	10.9%
t	23280	10.7%
a	20928	9.6%
i	17164	7.9%
d	16059	7.4%
s	9795	4.5%
	9389	4.3%
U	8626	4.0%
r	7550	3.5%
Other values (36)	55640	25.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	211267	100.0%

Value	Count	Frequency (%)
(unknown)	217120	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	24265	11.5%
n	23170	11.0%
t	22763	10.8%
a	20438	9.7%
i	16568	7.8%
d	15623	7.4%
s	9386	4.4%
	9335	4.4%
U	8572	4.1%
r	7195	3.4%
Other values (36)	53952	25.5%

Value	Count	Frequency (%)
e	25083	11.6%
n	23606	10.9%
t	23280	10.7%
a	20928	9.6%
i	17164	7.9%
d	16059	7.4%
s	9795	4.5%
	9389	4.3%
U	8626	4.0%
r	7550	3.5%
Other values (36)	55640	25.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	211267	100.0%

Value	Count	Frequency (%)
(unknown)	217120	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	24265	11.5%
n	23170	11.0%
t	22763	10.8%
a	20438	9.7%
i	16568	7.8%
d	15623	7.4%
s	9386	4.4%
	9335	4.4%
U	8572	4.1%
r	7195	3.4%
Other values (36)	53952	25.5%

Value	Count	Frequency (%)
e	25083	11.6%
n	23606	10.9%
t	23280	10.7%
a	20928	9.6%
i	17164	7.9%
d	16059	7.4%
s	9795	4.5%
	9389	4.3%
U	8626	4.0%
r	7550	3.5%
Other values (36)	55640	25.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	211267	100.0%

Value	Count	Frequency (%)
(unknown)	217120	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	24265	11.5%
n	23170	11.0%
t	22763	10.8%
a	20438	9.7%
i	16568	7.8%
d	15623	7.4%
s	9386	4.4%
	9335	4.4%
U	8572	4.1%
r	7195	3.4%
Other values (36)	53952	25.5%

Value	Count	Frequency (%)
e	25083	11.6%
n	23606	10.9%
t	23280	10.7%
a	20928	9.6%
i	17164	7.9%
d	16059	7.4%
s	9795	4.5%
	9389	4.3%
U	8626	4.0%
r	7550	3.5%
Other values (36)	55640	25.6%

country_ontology_term_id
Categorical

Distinct	42
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	171.1 KiB

NCIT:C17234	5350
NCIT:C17233	3087
NCIT:C16903	1736
NCIT:C16428	1673
NCIT:C16496	1301
Other values (37)	8734

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	240691
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	NCIT:C16761
2nd row	NCIT:C16761
3rd row	NCIT:C16761
4th row	NCIT:C16761
5th row	NCIT:C16761

Common Values

Value	Count	Frequency (%)
NCIT:C17234	5350	24.5%
NCIT:C17233	3087	14.1%
NCIT:C16903	1736	7.9%
NCIT:C16428	1673	7.6%
NCIT:C16496	1301	5.9%
NCIT:C16636	988	4.5%
NCIT:C16592	915	4.2%
NCIT:C16760	900	4.1%
NCIT:C16761	853	3.9%
NCIT:C16764	696	3.2%
Other values (32)	4382	20.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ncit:c17234	5350	24.5%
ncit:c17233	3087	14.1%
ncit:c16903	1736	7.9%
ncit:c16428	1673	7.6%
ncit:c16496	1301	5.9%
ncit:c16636	988	4.5%
ncit:c16592	915	4.2%
ncit:c16760	900	4.1%
ncit:c16761	853	3.9%
ncit:c16764	696	3.2%
Other values (32)	4382	20.0%

Most occurring characters

Value	Count	Frequency (%)
C	43762	18.2%
1	24923	10.4%
N	21881	9.1%
I	21881	9.1%
T	21881	9.1%
:	21881	9.1%
6	17818	7.4%
3	15499	6.4%
7	13733	5.7%
2	12824	5.3%
Other values (5)	24608	10.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	240691	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	43762	18.2%
1	24923	10.4%
N	21881	9.1%
I	21881	9.1%
T	21881	9.1%
:	21881	9.1%
6	17818	7.4%
3	15499	6.4%
7	13733	5.7%
2	12824	5.3%
Other values (5)	24608	10.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	240691	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	43762	18.2%
1	24923	10.4%
N	21881	9.1%
I	21881	9.1%
T	21881	9.1%
:	21881	9.1%
6	17818	7.4%
3	15499	6.4%
7	13733	5.7%
2	12824	5.3%
Other values (5)	24608	10.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	240691	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	43762	18.2%
1	24923	10.4%
N	21881	9.1%
I	21881	9.1%
T	21881	9.1%
:	21881	9.1%
6	17818	7.4%
3	15499	6.4%
7	13733	5.7%
2	12824	5.3%
Other values (5)	24608	10.2%

dietary_restriction
Categorical

	curated_md_report	concatenated_md_report
Distinct	3	3
Distinct (%)	0.7%	0.7%
Missing	21464	22171
Missing (%)	98.1%	98.2%
Memory size	171.1 KiB	176.6 KiB

omnivore	332
vegetarian	49
vegan	36

omnivore	332
vegetarian	49
vegan	36

Length

	curated_md_report	concatenated_md_report
Max length	10	10
Median length	8	8
Mean length	7.9760192	7.9760192
Min length	5	5

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	3326	3326
Distinct characters	10	10
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	omnivore	omnivore
2nd row	omnivore	omnivore
3rd row	omnivore	omnivore
4th row	omnivore	omnivore
5th row	omnivore	omnivore

Common Values

Value	Count	Frequency (%)
omnivore	332	1.5%
vegetarian	49	0.2%
vegan	36	0.2%
(Missing)	21464	98.1%

Value	Count	Frequency (%)
omnivore	332	1.5%
vegetarian	49	0.2%
vegan	36	0.2%
(Missing)	22171	98.2%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
omnivore	332	79.6%
vegetarian	49	11.8%
vegan	36	8.6%

Value	Count	Frequency (%)
omnivore	332	79.6%
vegetarian	49	11.8%
vegan	36	8.6%

Most occurring characters

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

Value	Count	Frequency (%)
o	664	20.0%
e	466	14.0%
n	417	12.5%
v	417	12.5%
i	381	11.5%
r	381	11.5%
m	332	10.0%
a	134	4.0%
g	85	2.6%
t	49	1.5%

feces_phenotype_metric
Categorical

	curated_md_report	concatenated_md_report
Distinct	3	3
Distinct (%)	0.3%	0.3%
Missing	20784	21491
Missing (%)	95.0%	95.1%
Memory size	171.1 KiB	176.6 KiB

Bristol stool form score (observable entity)	834
Calprotectin Measurement	183
Calprotectin Measurement;Harvey-Bradshaw Index Clinical Classification	80

Bristol stool form score (observable entity)	834
Calprotectin Measurement	183
Calprotectin Measurement;Harvey-Bradshaw Index Clinical Classification	80

Length

	curated_md_report	concatenated_md_report
Max length	70	70
Median length	44	44
Mean length	42.559708	42.559708
Min length	24	24

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	46688	46688
Distinct characters	31	31
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	Calprotectin Measurement	Calprotectin Measurement
2nd row	Calprotectin Measurement	Calprotectin Measurement
3rd row	Calprotectin Measurement	Calprotectin Measurement
4th row	Calprotectin Measurement	Calprotectin Measurement
5th row	Calprotectin Measurement	Calprotectin Measurement

Common Values

Value	Count	Frequency (%)
Bristol stool form score (observable entity)	834	3.8%
Calprotectin Measurement	183	0.8%
Calprotectin Measurement;Harvey-Bradshaw Index Clinical Classification	80	0.4%
(Missing)	20784	95.0%

Value	Count	Frequency (%)
Bristol stool form score (observable entity)	834	3.7%
Calprotectin Measurement	183	0.8%
Calprotectin Measurement;Harvey-Bradshaw Index Clinical Classification	80	0.4%
(Missing)	21491	95.1%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
bristol	834	14.5%
stool	834	14.5%
form	834	14.5%
score	834	14.5%
observable	834	14.5%
entity	834	14.5%
calprotectin	263	4.6%
measurement	183	3.2%
measurement;harvey-bradshaw	80	1.4%
index	80	1.4%
Other values (2)	160	2.8%

Value	Count	Frequency (%)
bristol	834	14.5%
stool	834	14.5%
form	834	14.5%
score	834	14.5%
observable	834	14.5%
entity	834	14.5%
calprotectin	263	4.6%
measurement	183	3.2%
measurement;harvey-bradshaw	80	1.4%
index	80	1.4%
Other values (2)	160	2.8%

Most occurring characters

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Value	Count	Frequency (%)
(unknown)	46688	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

Value	Count	Frequency (%)
o	5347	11.5%
	4673	10.0%
e	4548	9.7%
t	4205	9.0%
r	4022	8.6%
s	3839	8.2%
l	3005	6.4%
i	2331	5.0%
a	1840	3.9%
b	1668	3.6%
Other values (21)	11210	24.0%

feces_phenotype_value
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	257	257
Distinct (%)	23.4%	23.4%
Missing	20784	21491
Missing (%)	95.0%	95.1%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	10	10
Median length	1	1
Mean length	2.2415679	2.2415679
Min length	1	1

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	2459	2459
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	245	245 ?
Unique (%)	22.3%	22.3%

Sample

	curated_md_report	concatenated_md_report
1st row	234.1497	234.1497
2nd row	6.1613	6.1613
3rd row	35.26	35.26
4th row	3.7909	3.7909
5th row	5.0293	5.0293

Value	Count	Frequency (%)
4	427	38.9%
3	200	18.2%
2	67	6.1%
6	67	6.1%
5	46	4.2%
1	21	1.9%
0	10	0.9%
7	6	0.5%
70	2	0.2%
188.628	2	0.2%
Other values (247)	249	22.7%

Value	Count	Frequency (%)
4	427	38.9%
3	200	18.2%
2	67	6.1%
6	67	6.1%
5	46	4.2%
1	21	1.9%
0	10	0.9%
7	6	0.5%
70	2	0.2%
188.628	2	0.2%
Other values (247)	249	22.7%

Most occurring characters

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Value	Count	Frequency (%)
(unknown)	2459	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

Value	Count	Frequency (%)
4	551	22.4%
3	339	13.8%
2	279	11.3%
1	227	9.2%
6	196	8.0%
5	156	6.3%
.	149	6.1%
8	134	5.4%
0	125	5.1%
7	122	5.0%
Other values (2)	181	7.4%

feces_phenotype_metric_ontology_term_id
Categorical

Distinct	3
Distinct (%)	0.3%
Missing	20784
Missing (%)	95.0%
Memory size	171.1 KiB

SNOMED:443172007	834
NCIT:C82005	183
NCIT:C82005;NCIT:C191036	80

Length

Max length	24
Median length	16
Mean length	15.749316
Min length	11

Characters and Unicode

Total characters	17277
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NCIT:C82005
2nd row	NCIT:C82005
3rd row	NCIT:C82005
4th row	NCIT:C82005
5th row	NCIT:C82005

Common Values

Value	Count	Frequency (%)
SNOMED:443172007	834	3.8%
NCIT:C82005	183	0.8%
NCIT:C82005;NCIT:C191036	80	0.4%
(Missing)	20784	95.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
snomed:443172007	834	76.0%
ncit:c82005	183	16.7%
ncit:c82005;ncit:c191036	80	7.3%

Most occurring characters

Value	Count	Frequency (%)
0	2274	13.2%
7	1668	9.7%
4	1668	9.7%
N	1177	6.8%
:	1177	6.8%
2	1097	6.3%
1	994	5.8%
3	914	5.3%
S	834	4.8%
D	834	4.8%
Other values (11)	4640	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17277	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2274	13.2%
7	1668	9.7%
4	1668	9.7%
N	1177	6.8%
:	1177	6.8%
2	1097	6.3%
1	994	5.8%
3	914	5.3%
S	834	4.8%
D	834	4.8%
Other values (11)	4640	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17277	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2274	13.2%
7	1668	9.7%
4	1668	9.7%
N	1177	6.8%
:	1177	6.8%
2	1097	6.3%
1	994	5.8%
3	914	5.3%
S	834	4.8%
D	834	4.8%
Other values (11)	4640	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17277	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2274	13.2%
7	1668	9.7%
4	1668	9.7%
N	1177	6.8%
:	1177	6.8%
2	1097	6.3%
1	994	5.8%
3	914	5.3%
S	834	4.8%
D	834	4.8%
Other values (11)	4640	26.9%

fmt_role
Categorical

Distinct	3
Distinct (%)	1.9%
Missing	21725
Missing (%)	99.3%
Memory size	171.1 KiB

Recipient (after procedure)	109
Recipient (before procedure)	35
Donor	12

Length

Max length	28
Median length	27
Mean length	25.532051
Min length	5

Characters and Unicode

Total characters	3983
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Recipient (before procedure)
2nd row	Recipient (before procedure)
3rd row	Recipient (before procedure)
4th row	Recipient (before procedure)
5th row	Recipient (before procedure)

Common Values

Value	Count	Frequency (%)
Recipient (after procedure)	109	0.5%
Recipient (before procedure)	35	0.2%
Donor	12	0.1%
(Missing)	21725	99.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
recipient	144	32.4%
procedure	144	32.4%
after	109	24.5%
before	35	7.9%
donor	12	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	755	19.0%
r	444	11.1%
c	288	7.2%
i	288	7.2%
p	288	7.2%
	288	7.2%
t	253	6.4%
o	203	5.1%
n	156	3.9%
R	144	3.6%
Other values (8)	876	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3983	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	755	19.0%
r	444	11.1%
c	288	7.2%
i	288	7.2%
p	288	7.2%
	288	7.2%
t	253	6.4%
o	203	5.1%
n	156	3.9%
R	144	3.6%
Other values (8)	876	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3983	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	755	19.0%
r	444	11.1%
c	288	7.2%
i	288	7.2%
p	288	7.2%
	288	7.2%
t	253	6.4%
o	203	5.1%
n	156	3.9%
R	144	3.6%
Other values (8)	876	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3983	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	755	19.0%
r	444	11.1%
c	288	7.2%
i	288	7.2%
p	288	7.2%
	288	7.2%
t	253	6.4%
o	203	5.1%
n	156	3.9%
R	144	3.6%
Other values (8)	876	22.0%

fmt_id
Categorical

	curated_md_report	concatenated_md_report
Distinct	45	45
Distinct (%)	31.0%	31.0%
Missing	21736	22443
Missing (%)	99.3%	99.4%
Memory size	171.1 KiB	176.6 KiB

IaniroG_2020_2022_287	5
IaniroG_2020_2022_281	5
IaniroG_2020_2022_288	5
IaniroG_2020_2022_286	5
IaniroG_2020_2022_277	5
Other values (40)	120

IaniroG_2020_2022_287	5
IaniroG_2020_2022_281	5
IaniroG_2020_2022_288	5
IaniroG_2020_2022_286	5
IaniroG_2020_2022_277	5
Other values (40)	120

Length

	curated_md_report	concatenated_md_report
Max length	285	285
Median length	21	21
Mean length	24.793103	24.793103
Min length	21	21

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	3595	3595
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	8	8 ?
Unique (%)	5.5%	5.5%

Sample

	curated_md_report	concatenated_md_report
1st row	IaniroG_2020_2022_260	IaniroG_2020_2022_260
2nd row	IaniroG_2020_2022_264	IaniroG_2020_2022_264
3rd row	IaniroG_2020_2022_267	IaniroG_2020_2022_267
4th row	IaniroG_2020_2022_268	IaniroG_2020_2022_268
5th row	IaniroG_2020_2022_262	IaniroG_2020_2022_262

Common Values

Value	Count	Frequency (%)
IaniroG_2020_2022_287	5	< 0.1%
IaniroG_2020_2022_281	5	< 0.1%
IaniroG_2020_2022_288	5	< 0.1%
IaniroG_2020_2022_286	5	< 0.1%
IaniroG_2020_2022_277	5	< 0.1%
IaniroG_2020_2022_273	5	< 0.1%
IaniroG_2020_2022_284	5	< 0.1%
IaniroG_2020_2022_278	5	< 0.1%
IaniroG_2020_2022_274	5	< 0.1%
IaniroG_2020_2022_285	5	< 0.1%
Other values (35)	95	0.4%
(Missing)	21736	99.3%

Value	Count	Frequency (%)
IaniroG_2020_2022_287	5	< 0.1%
IaniroG_2020_2022_281	5	< 0.1%
IaniroG_2020_2022_288	5	< 0.1%
IaniroG_2020_2022_286	5	< 0.1%
IaniroG_2020_2022_277	5	< 0.1%
IaniroG_2020_2022_273	5	< 0.1%
IaniroG_2020_2022_284	5	< 0.1%
IaniroG_2020_2022_278	5	< 0.1%
IaniroG_2020_2022_274	5	< 0.1%
IaniroG_2020_2022_285	5	< 0.1%
Other values (35)	95	0.4%
(Missing)	22443	99.4%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

concatenated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
ianirog_2020_2022_287	5	3.4%
ianirog_2020_2022_288	5	3.4%
ianirog_2020_2022_286	5	3.4%
ianirog_2020_2022_277	5	3.4%
ianirog_2020_2022_273	5	3.4%
ianirog_2020_2022_284	5	3.4%
ianirog_2020_2022_278	5	3.4%
ianirog_2020_2022_274	5	3.4%
ianirog_2020_2022_285	5	3.4%
ianirog_2020_2022_271	5	3.4%
Other values (35)	95	65.5%

Value	Count	Frequency (%)
ianirog_2020_2022_287	5	3.4%
ianirog_2020_2022_288	5	3.4%
ianirog_2020_2022_286	5	3.4%
ianirog_2020_2022_277	5	3.4%
ianirog_2020_2022_273	5	3.4%
ianirog_2020_2022_284	5	3.4%
ianirog_2020_2022_278	5	3.4%
ianirog_2020_2022_274	5	3.4%
ianirog_2020_2022_285	5	3.4%
ianirog_2020_2022_271	5	3.4%
Other values (35)	95	65.5%

Most occurring characters

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Value	Count	Frequency (%)
(unknown)	3595	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

Value	Count	Frequency (%)
2	1037	28.8%
0	526	14.6%
_	510	14.2%
G	170	4.7%
a	170	4.7%
I	170	4.7%
o	170	4.7%
r	170	4.7%
i	170	4.7%
n	170	4.7%
Other values (9)	332	9.2%

sex
Categorical

	curated_md_report	concatenated_md_report
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	2558	2558
Missing (%)	11.7%	11.3%
Memory size	171.1 KiB	176.6 KiB

Female	9693
Male	9630

Female	10157
Male	9873

Length

	curated_md_report	concatenated_md_report
Max length	6	6
Median length	6	6
Mean length	5.0032604	5.0141787
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	96678	100434
Distinct characters	6	6
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	Female	Female
2nd row	Male	Male
3rd row	Male	Male
4th row	Male	Male
5th row	Male	Male

Common Values

Value	Count	Frequency (%)
Female	9693	44.3%
Male	9630	44.0%
(Missing)	2558	11.7%

Value	Count	Frequency (%)
Female	10157	45.0%
Male	9873	43.7%
(Missing)	2558	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
female	9693	50.2%
male	9630	49.8%

Value	Count	Frequency (%)
female	10157	50.7%
male	9873	49.3%

Most occurring characters

Value	Count	Frequency (%)
e	29016	30.0%
a	19323	20.0%
l	19323	20.0%
F	9693	10.0%
m	9693	10.0%
M	9630	10.0%

Value	Count	Frequency (%)
e	30187	30.1%
a	20030	19.9%
l	20030	19.9%
F	10157	10.1%
m	10157	10.1%
M	9873	9.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	96678	100.0%

Value	Count	Frequency (%)
(unknown)	100434	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	29016	30.0%
a	19323	20.0%
l	19323	20.0%
F	9693	10.0%
m	9693	10.0%
M	9630	10.0%

Value	Count	Frequency (%)
e	30187	30.1%
a	20030	19.9%
l	20030	19.9%
F	10157	10.1%
m	10157	10.1%
M	9873	9.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	96678	100.0%

Value	Count	Frequency (%)
(unknown)	100434	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	29016	30.0%
a	19323	20.0%
l	19323	20.0%
F	9693	10.0%
m	9693	10.0%
M	9630	10.0%

Value	Count	Frequency (%)
e	30187	30.1%
a	20030	19.9%
l	20030	19.9%
F	10157	10.1%
m	10157	10.1%
M	9873	9.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	96678	100.0%

Value	Count	Frequency (%)
(unknown)	100434	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	29016	30.0%
a	19323	20.0%
l	19323	20.0%
F	9693	10.0%
m	9693	10.0%
M	9630	10.0%

Value	Count	Frequency (%)
e	30187	30.1%
a	20030	19.9%
l	20030	19.9%
F	10157	10.1%
m	10157	10.1%
M	9873	9.8%

sex_ontology_term_id
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2558
Missing (%)	11.7%
Memory size	171.1 KiB

NCIT:C16576	9693
NCIT:C20197	9630

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	212553
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NCIT:C16576
2nd row	NCIT:C20197
3rd row	NCIT:C20197
4th row	NCIT:C20197
5th row	NCIT:C20197

Common Values

Value	Count	Frequency (%)
NCIT:C16576	9693	44.3%
NCIT:C20197	9630	44.0%
(Missing)	2558	11.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ncit:c16576	9693	50.2%
ncit:c20197	9630	49.8%

Most occurring characters

Value	Count	Frequency (%)
C	38646	18.2%
6	19386	9.1%
N	19323	9.1%
I	19323	9.1%
T	19323	9.1%
:	19323	9.1%
1	19323	9.1%
7	19323	9.1%
5	9693	4.6%
2	9630	4.5%
Other values (2)	19260	9.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	212553	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	38646	18.2%
6	19386	9.1%
N	19323	9.1%
I	19323	9.1%
T	19323	9.1%
:	19323	9.1%
1	19323	9.1%
7	19323	9.1%
5	9693	4.6%
2	9630	4.5%
Other values (2)	19260	9.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	212553	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	38646	18.2%
6	19386	9.1%
N	19323	9.1%
I	19323	9.1%
T	19323	9.1%
:	19323	9.1%
1	19323	9.1%
7	19323	9.1%
5	9693	4.6%
2	9630	4.5%
Other values (2)	19260	9.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	212553	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	38646	18.2%
6	19386	9.1%
N	19323	9.1%
I	19323	9.1%
T	19323	9.1%
:	19323	9.1%
1	19323	9.1%
7	19323	9.1%
5	9693	4.6%
2	9630	4.5%
Other values (2)	19260	9.1%

hla
Categorical

Distinct	35
Distinct (%)	3.9%
Missing	20981
Missing (%)	95.9%
Memory size	171.1 KiB

HLA protein complex with DQ5 serotype	225
HLA-DRB1*04:01 protein complex	102
HLA-DQA1*02:01 protein complex;HLA protein complex with DQ5 serotype	98
HLA-DRB1*04:04 protein complex	84
HLA protein complex with DQ5 serotype;HLA protein complex with DQ5 serotype	49
Other values (30)	342

Length

Max length	175
Median length	144
Mean length	64.896667
Min length	30

Characters and Unicode

Total characters	58407
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	HLA-DQB103:02 protein complex;HLA-DQB105:01 protein complex;HLA-DRB1*04:04 protein complex
2nd row	HLA-DQB103:02 protein complex;HLA-DQB105:01 protein complex;HLA-DRB1*04:04 protein complex
3rd row	HLA-DQB103:02 protein complex;HLA-DQB105:01 protein complex;HLA-DRB1*04:04 protein complex
4th row	HLA-DQB103:02 protein complex;HLA-DQB105:01 protein complex;HLA-DRB1*04:04 protein complex
5th row	HLA-DQB103:02 protein complex;HLA-DQB105:01 protein complex;HLA-DRB1*04:04 protein complex

Common Values

Value	Count	Frequency (%)
HLA protein complex with DQ5 serotype	225	1.0%
HLA-DRB1*04:01 protein complex	102	0.5%
HLA-DQA1*02:01 protein complex;HLA protein complex with DQ5 serotype	98	0.4%
HLA-DRB1*04:04 protein complex	84	0.4%
HLA protein complex with DQ5 serotype;HLA protein complex with DQ5 serotype	49	0.2%
HLA-DRB1*04:01 protein complex;HLA protein complex with DQ3 serotype;HLA protein complex with DQ5 serotype	41	0.2%
HLA-DQB103:02 protein complex;HLA protein complex with DQ4 serotype;HLA-DRB104:01 protein complex	34	0.2%
HLA-DRB104:04 protein complex;HLA protein complex with DQ3 serotype;HLA-DQA102:01 protein complex	32	0.1%
HLA-DRB1*04:04 protein complex;HLA protein complex with DQ3 serotype;HLA protein complex with DQ5 serotype	31	0.1%
HLA protein complex with DQ3 serotype;HLA protein complex with DQ5 serotype	28	0.1%
Other values (25)	176	0.8%
(Missing)	20981	95.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
protein	1702	23.9%
complex	1319	18.6%
with	935	13.2%
dq5	574	8.1%
serotype	516	7.3%
hla	371	5.2%
complex;hla	292	4.1%
serotype;hla	272	3.8%
dq3	256	3.6%
hla-drb1*04:04	168	2.4%
Other values (19)	704	9.9%

Most occurring characters

Value	Count	Frequency (%)
	6209	10.6%
e	5274	9.0%
p	4339	7.4%
o	4339	7.4%
t	3572	6.1%
r	2637	4.5%
i	2637	4.5%
A	1856	3.2%
H	1702	2.9%
l	1702	2.9%
Other values (25)	24140	41.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	58407	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	6209	10.6%
e	5274	9.0%
p	4339	7.4%
o	4339	7.4%
t	3572	6.1%
r	2637	4.5%
i	2637	4.5%
A	1856	3.2%
H	1702	2.9%
l	1702	2.9%
Other values (25)	24140	41.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	58407	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	6209	10.6%
e	5274	9.0%
p	4339	7.4%
o	4339	7.4%
t	3572	6.1%
r	2637	4.5%
i	2637	4.5%
A	1856	3.2%
H	1702	2.9%
l	1702	2.9%
Other values (25)	24140	41.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	58407	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	6209	10.6%
e	5274	9.0%
p	4339	7.4%
o	4339	7.4%
t	3572	6.1%
r	2637	4.5%
i	2637	4.5%
A	1856	3.2%
H	1702	2.9%
l	1702	2.9%
Other values (25)	24140	41.3%

hla_ontology_term_id
Categorical

Distinct	35
Distinct (%)	3.9%
Missing	20981
Missing (%)	95.9%
Memory size	171.1 KiB

MRO:0001626	225
MRO:0001290	102
MRO:0001211;MRO:0001626	98
MRO:0001293	84
MRO:0001626;MRO:0001626	49
Other values (30)	342

Length

Max length	59
Median length	47
Mean length	21.693333
Min length	11

Characters and Unicode

Total characters	19524
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	MRO:0001240;MRO:0001247;MRO:0001293
2nd row	MRO:0001240;MRO:0001247;MRO:0001293
3rd row	MRO:0001240;MRO:0001247;MRO:0001293
4th row	MRO:0001240;MRO:0001247;MRO:0001293
5th row	MRO:0001240;MRO:0001247;MRO:0001293

Common Values

Value	Count	Frequency (%)
MRO:0001626	225	1.0%
MRO:0001290	102	0.5%
MRO:0001211;MRO:0001626	98	0.4%
MRO:0001293	84	0.4%
MRO:0001626;MRO:0001626	49	0.2%
MRO:0001290;MRO:0001622;MRO:0001626	41	0.2%
MRO:0001240;MRO:0001625;MRO:0001290	34	0.2%
MRO:0001293;MRO:0001622;MRO:0001211	32	0.1%
MRO:0001293;MRO:0001622;MRO:0001626	31	0.1%
MRO:0001622;MRO:0001626	28	0.1%
Other values (25)	176	0.8%
(Missing)	20981	95.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mro:0001626	225	25.0%
mro:0001290	102	11.3%
mro:0001211;mro:0001626	98	10.9%
mro:0001293	84	9.3%
mro:0001626;mro:0001626	49	5.4%
mro:0001290;mro:0001622;mro:0001626	41	4.6%
mro:0001240;mro:0001625;mro:0001290	34	3.8%
mro:0001293;mro:0001622;mro:0001211	32	3.6%
mro:0001293;mro:0001622;mro:0001626	31	3.4%
mro:0001622;mro:0001626	28	3.1%
Other values (25)	176	19.6%

Most occurring characters

Value	Count	Frequency (%)
0	5496	28.1%
1	2028	10.4%
2	1948	10.0%
M	1702	8.7%
R	1702	8.7%
O	1702	8.7%
:	1702	8.7%
6	1509	7.7%
;	802	4.1%
9	494	2.5%
Other values (4)	439	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19524	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	5496	28.1%
1	2028	10.4%
2	1948	10.0%
M	1702	8.7%
R	1702	8.7%
O	1702	8.7%
:	1702	8.7%
6	1509	7.7%
;	802	4.1%
9	494	2.5%
Other values (4)	439	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19524	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	5496	28.1%
1	2028	10.4%
2	1948	10.0%
M	1702	8.7%
R	1702	8.7%
O	1702	8.7%
:	1702	8.7%
6	1509	7.7%
;	802	4.1%
9	494	2.5%
Other values (4)	439	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19524	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	5496	28.1%
1	2028	10.4%
2	1948	10.0%
M	1702	8.7%
R	1702	8.7%
O	1702	8.7%
:	1702	8.7%
6	1509	7.7%
;	802	4.1%
9	494	2.5%
Other values (4)	439	2.2%

smoker
Categorical

	curated_md_report	concatenated_md_report
Distinct	4	4
Distinct (%)	0.1%	0.1%
Missing	18901	19608
Missing (%)	86.4%	86.8%
Memory size	171.1 KiB	176.6 KiB

Non-smoker (finding)	1584
Non-smoker (finding);Never smoked tobacco (finding)	799
Smoker (finding)	437
Non-smoker (finding);Ex-smoker (finding)	160

Non-smoker (finding)	1584
Non-smoker (finding);Never smoked tobacco (finding)	799
Smoker (finding)	437
Non-smoker (finding);Ex-smoker (finding)	160

Length

	curated_md_report	concatenated_md_report
Max length	51	51
Median length	20	20
Mean length	28.798993	28.798993
Min length	16	16

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	85821	85821
Distinct characters	25	25
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	Non-smoker (finding);Never smoked tobacco (finding)	Non-smoker (finding);Never smoked tobacco (finding)
2nd row	Non-smoker (finding);Never smoked tobacco (finding)	Non-smoker (finding);Never smoked tobacco (finding)
3rd row	Non-smoker (finding);Never smoked tobacco (finding)	Non-smoker (finding);Never smoked tobacco (finding)
4th row	Non-smoker (finding);Never smoked tobacco (finding)	Non-smoker (finding);Never smoked tobacco (finding)
5th row	Non-smoker (finding);Never smoked tobacco (finding)	Non-smoker (finding);Never smoked tobacco (finding)

Common Values

Value	Count	Frequency (%)
Non-smoker (finding)	1584	7.2%
Non-smoker (finding);Never smoked tobacco (finding)	799	3.7%
Smoker (finding)	437	2.0%
Non-smoker (finding);Ex-smoker (finding)	160	0.7%
(Missing)	18901	86.4%

Value	Count	Frequency (%)
Non-smoker (finding)	1584	7.0%
Non-smoker (finding);Never smoked tobacco (finding)	799	3.5%
Smoker (finding)	437	1.9%
Non-smoker (finding);Ex-smoker (finding)	160	0.7%
(Missing)	19608	86.8%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
finding	2980	35.0%
non-smoker	2543	29.9%
finding);never	799	9.4%
smoked	799	9.4%
tobacco	799	9.4%
smoker	437	5.1%
finding);ex-smoker	160	1.9%

Value	Count	Frequency (%)
finding	2980	35.0%
non-smoker	2543	29.9%
finding);never	799	9.4%
smoked	799	9.4%
tobacco	799	9.4%
smoker	437	5.1%
finding);ex-smoker	160	1.9%

Most occurring characters

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Value	Count	Frequency (%)
(unknown)	85821	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

Value	Count	Frequency (%)
n	10421	12.1%
o	8080	9.4%
i	7878	9.2%
e	5537	6.5%
	5537	6.5%
d	4738	5.5%
g	3939	4.6%
)	3939	4.6%
m	3939	4.6%
k	3939	4.6%
Other values (15)	27874	32.5%

smoker_ontology_term_id
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	18901
Missing (%)	86.4%
Memory size	171.1 KiB

SNOMED:8392000	1584
SNOMED:8392000;SNOMED:266919005	799
SNOMED:77176002	437
SNOMED:8392000;SNOMED:8517006	160

Length

Max length	31
Median length	14
Mean length	19.510067
Min length	14

Characters and Unicode

Total characters	58140
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SNOMED:8392000;SNOMED:266919005
2nd row	SNOMED:8392000;SNOMED:266919005
3rd row	SNOMED:8392000;SNOMED:266919005
4th row	SNOMED:8392000;SNOMED:266919005
5th row	SNOMED:8392000;SNOMED:266919005

Common Values

Value	Count	Frequency (%)
SNOMED:8392000	1584	7.2%
SNOMED:8392000;SNOMED:266919005	799	3.7%
SNOMED:77176002	437	2.0%
SNOMED:8392000;SNOMED:8517006	160	0.7%
(Missing)	18901	86.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
snomed:8392000	1584	53.2%
snomed:8392000;snomed:266919005	799	26.8%
snomed:77176002	437	14.7%
snomed:8392000;snomed:8517006	160	5.4%

Most occurring characters

Value	Count	Frequency (%)
0	10421	17.9%
9	4141	7.1%
S	3939	6.8%
O	3939	6.8%
M	3939	6.8%
E	3939	6.8%
D	3939	6.8%
:	3939	6.8%
N	3939	6.8%
2	3779	6.5%
Other values (7)	12226	21.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	58140	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	10421	17.9%
9	4141	7.1%
S	3939	6.8%
O	3939	6.8%
M	3939	6.8%
E	3939	6.8%
D	3939	6.8%
:	3939	6.8%
N	3939	6.8%
2	3779	6.5%
Other values (7)	12226	21.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	58140	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	10421	17.9%
9	4141	7.1%
S	3939	6.8%
O	3939	6.8%
M	3939	6.8%
E	3939	6.8%
D	3939	6.8%
:	3939	6.8%
N	3939	6.8%
2	3779	6.5%
Other values (7)	12226	21.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	58140	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	10421	17.9%
9	4141	7.1%
S	3939	6.8%
O	3939	6.8%
M	3939	6.8%
E	3939	6.8%
D	3939	6.8%
:	3939	6.8%
N	3939	6.8%
2	3779	6.5%
Other values (7)	12226	21.0%

control
Categorical

	curated_md_report	concatenated_md_report
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	707
Missing (%)	0.0%	3.1%
Memory size	171.1 KiB	176.6 KiB

Study Control	14822
Case	7034
Not Used	25

Study Control	14822
Case	7034
Not Used	25

Length

	curated_md_report	concatenated_md_report
Max length	13	13
Median length	13	13
Mean length	10.101092	10.101092
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	221022	221022
Distinct characters	16	16
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	Study Control	Study Control
2nd row	Study Control	Study Control
3rd row	Study Control	Study Control
4th row	Study Control	Study Control
5th row	Study Control	Study Control

Common Values

Value	Count	Frequency (%)
Study Control	14822	67.7%
Case	7034	32.1%
Not Used	25	0.1%

Value	Count	Frequency (%)
Study Control	14822	65.6%
Case	7034	31.1%
Not Used	25	0.1%
(Missing)	707	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
study	14822	40.4%
control	14822	40.4%
case	7034	19.2%
not	25	0.1%
used	25	0.1%

Value	Count	Frequency (%)
study	14822	40.4%
control	14822	40.4%
case	7034	19.2%
not	25	0.1%
used	25	0.1%

Most occurring characters

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Value	Count	Frequency (%)
(unknown)	221022	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

Value	Count	Frequency (%)
t	29669	13.4%
o	29669	13.4%
C	21856	9.9%
d	14847	6.7%
	14847	6.7%
S	14822	6.7%
u	14822	6.7%
y	14822	6.7%
n	14822	6.7%
r	14822	6.7%
Other values (6)	36024	16.3%

control_ontology_term_id
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	171.1 KiB

NCIT:C142703	14822
NCIT:C49152	7034
NCIT:C69062	25

Length

Max length	12
Median length	12
Mean length	11.677391
Min length	11

Characters and Unicode

Total characters	255513
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NCIT:C142703
2nd row	NCIT:C142703
3rd row	NCIT:C142703
4th row	NCIT:C142703
5th row	NCIT:C142703

Common Values

Value	Count	Frequency (%)
NCIT:C142703	14822	67.7%
NCIT:C49152	7034	32.1%
NCIT:C69062	25	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ncit:c142703	14822	67.7%
ncit:c49152	7034	32.1%
ncit:c69062	25	0.1%

Most occurring characters

Value	Count	Frequency (%)
C	43762	17.1%
N	21881	8.6%
I	21881	8.6%
T	21881	8.6%
:	21881	8.6%
2	21881	8.6%
1	21856	8.6%
4	21856	8.6%
0	14847	5.8%
7	14822	5.8%
Other values (4)	28965	11.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	255513	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	43762	17.1%
N	21881	8.6%
I	21881	8.6%
T	21881	8.6%
:	21881	8.6%
2	21881	8.6%
1	21856	8.6%
4	21856	8.6%
0	14847	5.8%
7	14822	5.8%
Other values (4)	28965	11.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	255513	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	43762	17.1%
N	21881	8.6%
I	21881	8.6%
T	21881	8.6%
:	21881	8.6%
2	21881	8.6%
1	21856	8.6%
4	21856	8.6%
0	14847	5.8%
7	14822	5.8%
Other values (4)	28965	11.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	255513	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	43762	17.1%
N	21881	8.6%
I	21881	8.6%
T	21881	8.6%
:	21881	8.6%
2	21881	8.6%
1	21856	8.6%
4	21856	8.6%
0	14847	5.8%
7	14822	5.8%
Other values (4)	28965	11.3%

target_condition
Categorical

	curated_md_report	concatenated_md_report
Distinct	47	47
Distinct (%)	0.2%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

human gut microbiome	8306
Inflammatory Bowel Disease	2282
abnormal glucose tolerance;Metabolic Syndrome;control;Type 2 Diabetes Mellitus;Heart Failure	1831
human microbiome	860
otitis;pneumonia;bronchitis;Respiratory tract infection;sepsis;Skin Infection;Cough;gastroenteritis;Tonsillitis;pyelonephritis;cystitis;Fever;Infection;stomatitis;salmonellosis	785
Other values (42)	7817

human gut microbiome	8306
Inflammatory Bowel Disease	2637
abnormal glucose tolerance;Metabolic Syndrome;control;Type 2 Diabetes Mellitus;Heart Failure	1831
human microbiome	860
otitis;pneumonia;bronchitis;Respiratory tract infection;sepsis;Skin Infection;Cough;gastroenteritis;Tonsillitis;pyelonephritis;cystitis;Fever;Infection;stomatitis;salmonellosis	785
Other values (42)	8169

Length

	curated_md_report	concatenated_md_report
Max length	176	176
Median length	92	92
Mean length	35.062246	34.593412
Min length	8	8

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	767197	781396
Distinct characters	50	50
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	human gut microbiome	human gut microbiome
2nd row	human gut microbiome	human gut microbiome
3rd row	human gut microbiome	human gut microbiome
4th row	human gut microbiome	human gut microbiome
5th row	human gut microbiome	human gut microbiome

Common Values

Value	Count	Frequency (%)
human gut microbiome	8306	38.0%
Inflammatory Bowel Disease	2282	10.4%
abnormal glucose tolerance;Metabolic Syndrome;control;Type 2 Diabetes Mellitus;Heart Failure	1831	8.4%
human microbiome	860	3.9%
otitis;pneumonia;bronchitis;Respiratory tract infection;sepsis;Skin Infection;Cough;gastroenteritis;Tonsillitis;pyelonephritis;cystitis;Fever;Infection;stomatitis;salmonellosis	785	3.6%
colorectal cancer;Adenoma	616	2.8%
colorectal cancer	503	2.3%
premature birth	453	2.1%
abnormal glucose tolerance;Type 2 Diabetes Mellitus	441	2.0%
Type 2 Diabetes Mellitus	400	1.8%
Other values (37)	5404	24.7%

Value	Count	Frequency (%)
human gut microbiome	8306	36.8%
Inflammatory Bowel Disease	2637	11.7%
abnormal glucose tolerance;Metabolic Syndrome;control;Type 2 Diabetes Mellitus;Heart Failure	1831	8.1%
human microbiome	860	3.8%
otitis;pneumonia;bronchitis;Respiratory tract infection;sepsis;Skin Infection;Cough;gastroenteritis;Tonsillitis;pyelonephritis;cystitis;Fever;Infection;stomatitis;salmonellosis	785	3.5%
colorectal cancer;Adenoma	642	2.8%
colorectal cancer	503	2.2%
Schizophrenia	502	2.2%
premature birth	453	2.0%
abnormal glucose tolerance;Type 2 Diabetes Mellitus	441	2.0%
Other values (37)	5628	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

concatenated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
human	9861	13.4%
microbiome	9792	13.3%
gut	8710	11.8%
diabetes	3365	4.6%
disease	3024	4.1%
2	2932	4.0%
bowel	2801	3.8%
inflammatory	2376	3.2%
glucose	2272	3.1%
abnormal	2272	3.1%
Other values (79)	26155	35.6%

Value	Count	Frequency (%)
human	9861	13.1%
microbiome	9792	13.1%
gut	8710	11.6%
disease	3379	4.5%
diabetes	3365	4.5%
bowel	3156	4.2%
2	2932	3.9%
inflammatory	2731	3.6%
abnormal	2272	3.0%
glucose	2272	3.0%
Other values (79)	26560	35.4%

Most occurring characters

Value	Count	Frequency (%)
e	69579	9.1%
i	64933	8.5%
o	62085	8.1%
	51679	6.7%
a	51318	6.7%
t	50326	6.6%
m	46460	6.1%
r	42986	5.6%
n	40443	5.3%
l	37182	4.8%
Other values (40)	250206	32.6%

Value	Count	Frequency (%)
e	71075	9.1%
i	65913	8.4%
o	63226	8.1%
a	52787	6.8%
	52442	6.7%
t	50734	6.5%
m	47196	6.0%
r	43746	5.6%
n	41149	5.3%
l	37998	4.9%
Other values (40)	255130	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	767197	100.0%

Value	Count	Frequency (%)
(unknown)	781396	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	69579	9.1%
i	64933	8.5%
o	62085	8.1%
	51679	6.7%
a	51318	6.7%
t	50326	6.6%
m	46460	6.1%
r	42986	5.6%
n	40443	5.3%
l	37182	4.8%
Other values (40)	250206	32.6%

Value	Count	Frequency (%)
e	71075	9.1%
i	65913	8.4%
o	63226	8.1%
a	52787	6.8%
	52442	6.7%
t	50734	6.5%
m	47196	6.0%
r	43746	5.6%
n	41149	5.3%
l	37998	4.9%
Other values (40)	255130	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	767197	100.0%

Value	Count	Frequency (%)
(unknown)	781396	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	69579	9.1%
i	64933	8.5%
o	62085	8.1%
	51679	6.7%
a	51318	6.7%
t	50326	6.6%
m	46460	6.1%
r	42986	5.6%
n	40443	5.3%
l	37182	4.8%
Other values (40)	250206	32.6%

Value	Count	Frequency (%)
e	71075	9.1%
i	65913	8.4%
o	63226	8.1%
a	52787	6.8%
	52442	6.7%
t	50734	6.5%
m	47196	6.0%
r	43746	5.6%
n	41149	5.3%
l	37998	4.9%
Other values (40)	255130	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	767197	100.0%

Value	Count	Frequency (%)
(unknown)	781396	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	69579	9.1%
i	64933	8.5%
o	62085	8.1%
	51679	6.7%
a	51318	6.7%
t	50326	6.6%
m	46460	6.1%
r	42986	5.6%
n	40443	5.3%
l	37182	4.8%
Other values (40)	250206	32.6%

Value	Count	Frequency (%)
e	71075	9.1%
i	65913	8.4%
o	63226	8.1%
a	52787	6.8%
	52442	6.7%
t	50734	6.5%
m	47196	6.0%
r	43746	5.6%
n	41149	5.3%
l	37998	4.9%
Other values (40)	255130	32.7%

target_condition_ontology_term_id
Categorical

Distinct	47
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	171.1 KiB

OHMI:0000020	8306
NCIT:C3138	2282
EFO:0002546;NCIT:C84442;EFO:0001461;NCIT:C26747;NCIT:C50577	1831
OHMI:0000002	860
SYMP:0000873;EFO:0003106;EFO:0009661;HP:0011947;MP:0005044;NCIT:C35025;HP:0012735;EFO:1001463;NCIT:C116006;EFO:1001141;EFO:1000025;HP:0001945;NCIT:C128320;EFO:0009688;MONDO:0000827	785
Other values (42)	7817

Length

Max length	180
Median length	59
Mean length	23.773548
Min length	9

Characters and Unicode

Total characters	520189
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OHMI:0000020
2nd row	OHMI:0000020
3rd row	OHMI:0000020
4th row	OHMI:0000020
5th row	OHMI:0000020

Common Values

Value	Count	Frequency (%)
OHMI:0000020	8306	38.0%
NCIT:C3138	2282	10.4%
EFO:0002546;NCIT:C84442;EFO:0001461;NCIT:C26747;NCIT:C50577	1831	8.4%
OHMI:0000002	860	3.9%
SYMP:0000873;EFO:0003106;EFO:0009661;HP:0011947;MP:0005044;NCIT:C35025;HP:0012735;EFO:1001463;NCIT:C116006;EFO:1001141;EFO:1000025;HP:0001945;NCIT:C128320;EFO:0009688;MONDO:0000827	785	3.6%
EFO:0005842;NCIT:C2855	616	2.8%
EFO:0005842	503	2.3%
EFO:0003917	453	2.1%
EFO:0002546;NCIT:C26747	441	2.0%
NCIT:C26747	400	1.8%
Other values (37)	5404	24.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ohmi:0000020	8306	38.0%
ncit:c3138	2282	10.4%
efo:0002546;ncit:c84442;efo:0001461;ncit:c26747;ncit:c50577	1831	8.4%
ohmi:0000002	860	3.9%
symp:0000873;efo:0003106;efo:0009661;hp:0011947;mp:0005044;ncit:c35025;hp:0012735;efo:1001463;ncit:c116006;efo:1001141;efo:1000025;hp:0001945;ncit:c128320;efo:0009688;mondo:0000827	785	3.6%
efo:0005842;ncit:c2855	616	2.8%
efo:0005842	503	2.3%
efo:0003917	453	2.1%
efo:0002546;ncit:c26747	441	2.0%
ncit:c26747	400	1.8%
Other values (37)	5404	24.7%

Most occurring characters

Value	Count	Frequency (%)
0	125912	24.2%
:	44208	8.5%
C	30073	5.8%
2	27455	5.3%
O	25804	5.0%
I	25300	4.9%
1	23865	4.6%
;	22642	4.4%
4	20578	4.0%
5	17103	3.3%
Other values (20)	157249	30.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	520189	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	125912	24.2%
:	44208	8.5%
C	30073	5.8%
2	27455	5.3%
O	25804	5.0%
I	25300	4.9%
1	23865	4.6%
;	22642	4.4%
4	20578	4.0%
5	17103	3.3%
Other values (20)	157249	30.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	520189	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	125912	24.2%
:	44208	8.5%
C	30073	5.8%
2	27455	5.3%
O	25804	5.0%
I	25300	4.9%
1	23865	4.6%
;	22642	4.4%
4	20578	4.0%
5	17103	3.3%
Other values (20)	157249	30.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	520189	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	125912	24.2%
:	44208	8.5%
C	30073	5.8%
2	27455	5.3%
O	25804	5.0%
I	25300	4.9%
1	23865	4.6%
;	22642	4.4%
4	20578	4.0%
5	17103	3.3%
Other values (20)	157249	30.2%

disease
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	206	206
Distinct (%)	0.9%	0.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	142	142
Median length	7	7
Mean length	15.542708	15.923942
Min length	5	5

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	340090	359690
Distinct characters	54	54
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	54	53 ?
Unique (%)	0.2%	0.2%

Sample

	curated_md_report	concatenated_md_report
1st row	Healthy	Healthy
2nd row	Healthy	Healthy
3rd row	Healthy	Healthy
4th row	Healthy	Healthy
5th row	Healthy	Healthy

Value	Count	Frequency (%)
healthy	14133	36.6%
bowel	1739	4.5%
inflammatory	1736	4.5%
diabetes	1397	3.6%
mellitus	1319	3.4%
disease	1233	3.2%
2	1206	3.1%
type	1018	2.6%
disease;crohn's	952	2.5%
disease;ulcerative	741	1.9%
Other values (242)	13089	33.9%

Value	Count	Frequency (%)
healthy	14432	35.7%
bowel	2094	5.2%
inflammatory	2091	5.2%
diabetes	1397	3.5%
mellitus	1319	3.3%
disease	1233	3.0%
2	1206	3.0%
disease;ulcerative	1096	2.7%
colitis	1096	2.7%
type	1018	2.5%
Other values (242)	13461	33.3%

Most occurring characters

Value	Count	Frequency (%)
e	41089	12.1%
a	34662	10.2%
l	29163	8.6%
t	29002	8.5%
y	19985	5.9%
h	18098	5.3%
i	17867	5.3%
	16682	4.9%
s	15896	4.7%
o	15682	4.6%
Other values (44)	101964	30.0%

Value	Count	Frequency (%)
e	43297	12.0%
a	36461	10.1%
l	30909	8.6%
t	30501	8.5%
y	20639	5.7%
i	19503	5.4%
h	18424	5.1%
	17855	5.0%
s	17069	4.7%
o	16854	4.7%
Other values (44)	108178	30.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	340090	100.0%

Value	Count	Frequency (%)
(unknown)	359690	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	41089	12.1%
a	34662	10.2%
l	29163	8.6%
t	29002	8.5%
y	19985	5.9%
h	18098	5.3%
i	17867	5.3%
	16682	4.9%
s	15896	4.7%
o	15682	4.6%
Other values (44)	101964	30.0%

Value	Count	Frequency (%)
e	43297	12.0%
a	36461	10.1%
l	30909	8.6%
t	30501	8.5%
y	20639	5.7%
i	19503	5.4%
h	18424	5.1%
	17855	5.0%
s	17069	4.7%
o	16854	4.7%
Other values (44)	108178	30.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	340090	100.0%

Value	Count	Frequency (%)
(unknown)	359690	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	41089	12.1%
a	34662	10.2%
l	29163	8.6%
t	29002	8.5%
y	19985	5.9%
h	18098	5.3%
i	17867	5.3%
	16682	4.9%
s	15896	4.7%
o	15682	4.6%
Other values (44)	101964	30.0%

Value	Count	Frequency (%)
e	43297	12.0%
a	36461	10.1%
l	30909	8.6%
t	30501	8.5%
y	20639	5.7%
i	19503	5.4%
h	18424	5.1%
	17855	5.0%
s	17069	4.7%
o	16854	4.7%
Other values (44)	108178	30.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	340090	100.0%

Value	Count	Frequency (%)
(unknown)	359690	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	41089	12.1%
a	34662	10.2%
l	29163	8.6%
t	29002	8.5%
y	19985	5.9%
h	18098	5.3%
i	17867	5.3%
	16682	4.9%
s	15896	4.7%
o	15682	4.6%
Other values (44)	101964	30.0%

Value	Count	Frequency (%)
e	43297	12.0%
a	36461	10.1%
l	30909	8.6%
t	30501	8.5%
y	20639	5.7%
i	19503	5.4%
h	18424	5.1%
	17855	5.0%
s	17069	4.7%
o	16854	4.7%
Other values (44)	108178	30.1%

disease_ontology_term_id
Text

Distinct	206
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	171.1 KiB

Length

Max length	67
Median length	12
Mean length	13.987661
Min length	9

Characters and Unicode

Total characters	306064
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	0.2%

Sample

1st row	NCIT:C115935
2nd row	NCIT:C115935
3rd row	NCIT:C115935
4th row	NCIT:C115935
5th row	NCIT:C115935

Value	Count	Frequency (%)
ncit:c115935	14133	64.6%
ncit:c3138;efo:0000384	952	4.4%
ncit:c26747	893	4.1%
ncit:c3138;efo:0000729	741	3.4%
efo:0003917	448	2.0%
efo:0005842	442	2.0%
ncit:c84442	365	1.7%
efo:0002546;ncit:c84442	266	1.2%
efo:0002546	265	1.2%
efo:0003914	214	1.0%
Other values (196)	3162	14.5%

Most occurring characters

Value	Count	Frequency (%)
C	38603	12.6%
1	33964	11.1%
5	32532	10.6%
:	26216	8.6%
0	24195	7.9%
3	21922	7.2%
I	19725	6.4%
T	19695	6.4%
N	19511	6.4%
9	17094	5.6%
Other values (23)	52607	17.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	306064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	38603	12.6%
1	33964	11.1%
5	32532	10.6%
:	26216	8.6%
0	24195	7.9%
3	21922	7.2%
I	19725	6.4%
T	19695	6.4%
N	19511	6.4%
9	17094	5.6%
Other values (23)	52607	17.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	306064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	38603	12.6%
1	33964	11.1%
5	32532	10.6%
:	26216	8.6%
0	24195	7.9%
3	21922	7.2%
I	19725	6.4%
T	19695	6.4%
N	19511	6.4%
9	17094	5.6%
Other values (23)	52607	17.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	306064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	38603	12.6%
1	33964	11.1%
5	32532	10.6%
:	26216	8.6%
0	24195	7.9%
3	21922	7.2%
I	19725	6.4%
T	19695	6.4%
N	19511	6.4%
9	17094	5.6%
Other values (23)	52607	17.2%

antibiotics_current_use
Boolean

	curated_md_report	concatenated_md_report
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	7306	7932
Missing (%)	33.4%	35.1%
Memory size	42.9 KiB	44.2 KiB

False	12632
True	1943
(Missing)	7306

False	12713
True	1943
(Missing)	7932

Value	Count	Frequency (%)
False	12632	57.7%
True	1943	8.9%
(Missing)	7306	33.4%

Value	Count	Frequency (%)
False	12713	56.3%
True	1943	8.6%
(Missing)	7932	35.1%

curated_md_report

concatenated_md_report

treatment
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	947	947
Distinct (%)	40.3%	40.3%
Missing	19534	20241
Missing (%)	89.3%	89.6%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	364	364
Median length	259	259
Mean length	85.180656	85.180656
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	199919	199919
Distinct characters	55	55
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	730	730 ?
Unique (%)	31.1%	31.1%

Sample

	curated_md_report	concatenated_md_report
1st row	second generation antipsychotic	second generation antipsychotic
2nd row	second generation antipsychotic	second generation antipsychotic
3rd row	second generation antipsychotic	second generation antipsychotic
4th row	second generation antipsychotic	second generation antipsychotic
5th row	Dopamine Antagonist	Dopamine Antagonist

Value	Count	Frequency (%)
antilipidemic	707	5.8%
agent;antihypertensive	607	5.0%
antihypertensive	492	4.0%
receptor	469	3.8%
agents;anti-diabetic	454	3.7%
inhibitor	441	3.6%
pump	420	3.4%
antibiotic	406	3.3%
ii	403	3.3%
enzyme	377	3.1%
Other values (591)	7444	60.9%

Value	Count	Frequency (%)
antilipidemic	707	5.8%
agent;antihypertensive	607	5.0%
antihypertensive	492	4.0%
receptor	469	3.8%
agents;anti-diabetic	454	3.7%
inhibitor	441	3.6%
pump	420	3.4%
antibiotic	406	3.3%
ii	403	3.3%
enzyme	377	3.1%
Other values (591)	7444	60.9%

Most occurring characters

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Value	Count	Frequency (%)
(unknown)	199919	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

Value	Count	Frequency (%)
i	24625	12.3%
n	20507	10.3%
t	19733	9.9%
e	17544	8.8%
	9873	4.9%
o	9208	4.6%
A	9195	4.6%
r	8798	4.4%
s	7648	3.8%
;	7392	3.7%
Other values (45)	65396	32.7%

treatment_ontology_term_id
Text

Distinct	948
Distinct (%)	16.3%
Missing	16053
Missing (%)	73.4%
Memory size	171.1 KiB

Length

Max length	198
Median length	11
Mean length	25.919355
Min length	9

Characters and Unicode

Total characters	151058
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	730 ?
Unique (%)	12.5%

Sample

1st row	NCIT:C41132
2nd row	NCIT:C41132
3rd row	NCIT:C41132
4th row	NCIT:C41132
5th row	NCIT:C41132

Value	Count	Frequency (%)
ncit:c41132	3481	59.7%
ncit:c1500	87	1.5%
ncit:c61612	84	1.4%
ncit:c29723	68	1.2%
ncit:c843	55	0.9%
ncit:c41132;ncit:c357	52	0.9%
ncit:c357	52	0.9%
ncit:c1500;ncit:c2363	49	0.8%
chebi:87631	47	0.8%
ncit:c257	43	0.7%
Other values (938)	1810	31.1%

Most occurring characters

Value	Count	Frequency (%)
C	23010	15.2%
:	13181	8.7%
1	12065	8.0%
I	11673	7.7%
0	10852	7.2%
T	10796	7.1%
N	10314	6.8%
2	9127	6.0%
3	7824	5.2%
;	7392	4.9%
Other values (16)	34824	23.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	151058	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	23010	15.2%
:	13181	8.7%
1	12065	8.0%
I	11673	7.7%
0	10852	7.2%
T	10796	7.1%
N	10314	6.8%
2	9127	6.0%
3	7824	5.2%
;	7392	4.9%
Other values (16)	34824	23.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	151058	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	23010	15.2%
:	13181	8.7%
1	12065	8.0%
I	11673	7.7%
0	10852	7.2%
T	10796	7.1%
N	10314	6.8%
2	9127	6.0%
3	7824	5.2%
;	7392	4.9%
Other values (16)	34824	23.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	151058	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	23010	15.2%
:	13181	8.7%
1	12065	8.0%
I	11673	7.7%
0	10852	7.2%
T	10796	7.1%
N	10314	6.8%
2	9127	6.0%
3	7824	5.2%
;	7392	4.9%
Other values (16)	34824	23.1%

tumor_staging_ajcc
Categorical

	curated_md_report	concatenated_md_report
Distinct	6	6
Distinct (%)	1.0%	1.0%
Missing	21252	21959
Missing (%)	97.1%	97.2%
Memory size	171.1 KiB	176.6 KiB

I	161
III	127
0	113
II	95
IV	93

I	161
III	127
0	113
II	95
IV	93

Length

	curated_md_report	concatenated_md_report
Max length	6	6
Median length	3	3
Mean length	2.0206677	2.0206677
Min length	1	1

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	1271	1271
Distinct characters	4	4
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	curated_md_report	concatenated_md_report
1st row	III	III
2nd row	I	I
3rd row	III	III
4th row	I	I
5th row	II	II

Common Values

Value	Count	Frequency (%)
I	161	0.7%
III	127	0.6%
0	113	0.5%
II	95	0.4%
IV	93	0.4%
III/IV	40	0.2%
(Missing)	21252	97.1%

Value	Count	Frequency (%)
I	161	0.7%
III	127	0.6%
0	113	0.5%
II	95	0.4%
IV	93	0.4%
III/IV	40	0.2%
(Missing)	21959	97.2%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

concatenated_md_report

Value	Count	Frequency (%)
i	161	25.6%
iii	127	20.2%
0	113	18.0%
ii	95	15.1%
iv	93	14.8%
iii/iv	40	6.4%

Value	Count	Frequency (%)
i	161	25.6%
iii	127	20.2%
0	113	18.0%
ii	95	15.1%
iv	93	14.8%
iii/iv	40	6.4%

Most occurring characters

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Value	Count	Frequency (%)
(unknown)	1271	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

Value	Count	Frequency (%)
I	985	77.5%
V	133	10.5%
0	113	8.9%
/	40	3.1%

tumor_staging_tnm
Categorical

	curated_md_report	concatenated_md_report
Distinct	24	24
Distinct (%)	9.2%	9.2%
Missing	21619	22326
Missing (%)	98.8%	98.8%
Memory size	171.1 KiB	176.6 KiB

t3n0m0	57
t1n0m0	39
t2n0m0	36
t3n1m0	29
t3n2m0	17
Other values (19)	84

t3n0m0	57
t1n0m0	39
t2n0m0	36
t3n1m0	29
t3n2m0	17
Other values (19)	84

Length

	curated_md_report	concatenated_md_report
Max length	7	7
Median length	6	6
Mean length	5.9580153	5.9580153
Min length	4	4

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	1561	1561
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	6	6 ?
Unique (%)	2.3%	2.3%

Sample

	curated_md_report	concatenated_md_report
1st row	t1n0m0	t1n0m0
2nd row	t3n0m0	t3n0m0
3rd row	t4n0m0	t4n0m0
4th row	t3n0m0	t3n0m0
5th row	ptis	ptis

Common Values

Value	Count	Frequency (%)
t3n0m0	57	0.3%
t1n0m0	39	0.2%
t2n0m0	36	0.2%
t3n1m0	29	0.1%
t3n2m0	17	0.1%
t4n1m0	14	0.1%
t3n1m1	14	0.1%
t4n1m1	10	< 0.1%
ptis	7	< 0.1%
t2n1m0	6	< 0.1%
Other values (14)	33	0.2%
(Missing)	21619	98.8%

Value	Count	Frequency (%)
t3n0m0	57	0.3%
t1n0m0	39	0.2%
t2n0m0	36	0.2%
t3n1m0	29	0.1%
t3n2m0	17	0.1%
t4n1m0	14	0.1%
t3n1m1	14	0.1%
t4n1m1	10	< 0.1%
ptis	7	< 0.1%
t2n1m0	6	< 0.1%
Other values (14)	33	0.1%
(Missing)	22326	98.8%

Length

Histogram of lengths of the category

Common Values (Plot)

curated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

concatenated_md_report

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
t3n0m0	57	21.8%
t1n0m0	39	14.9%
t2n0m0	36	13.7%
t3n1m0	29	11.1%
t3n2m0	17	6.5%
t4n1m0	14	5.3%
t3n1m1	14	5.3%
t4n1m1	10	3.8%
ptis	7	2.7%
t2n1m0	6	2.3%
Other values (14)	33	12.6%

Value	Count	Frequency (%)
t3n0m0	57	21.8%
t1n0m0	39	14.9%
t2n0m0	36	13.7%
t3n1m0	29	11.1%
t3n2m0	17	6.5%
t4n1m0	14	5.3%
t3n1m1	14	5.3%
t4n1m1	10	3.8%
ptis	7	2.7%
t2n1m0	6	2.3%
Other values (14)	33	12.6%

Most occurring characters

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Value	Count	Frequency (%)
(unknown)	1561	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

Value	Count	Frequency (%)
0	361	23.1%
t	262	16.8%
n	255	16.3%
m	255	16.3%
1	157	10.1%
3	129	8.3%
2	76	4.9%
4	38	2.4%
i	10	0.6%
s	10	0.6%
Other values (2)	8	0.5%

unmetadata
['Text', 'Text']

	curated_md_report	concatenated_md_report
Distinct	231	231
Distinct (%)	11.2%	11.2%
Missing	19810	20517
Missing (%)	90.5%	90.8%
Memory size	171.1 KiB	176.6 KiB

Length

	curated_md_report	concatenated_md_report
Max length	141	141
Median length	78	78
Mean length	78.084017	78.084017
Min length	7	7

Characters and Unicode

	curated_md_report	concatenated_md_report
Total characters	161712	161712
Distinct characters	57	57
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	curated_md_report	concatenated_md_report
Unique	182	182 ?
Unique (%)	8.8%	8.8%

Sample

	curated_md_report	concatenated_md_report
1st row	travel_destination:CMR	travel_destination:CMR
2nd row	travel_destination:CMR	travel_destination:CMR
3rd row	travel_destination:CMR	travel_destination:CMR
4th row	travel_destination:CMR	travel_destination:CMR
5th row	travel_destination:CMR	travel_destination:CMR

Value	Count	Frequency (%)
uncurated_metadata:no_immuno_suppressive;no_t2d;no_t1d;no_related_treatments;no_psychiatric_diseases;no_gastro_intestinal_disorder;non_celiac	900	40.0%
uncurated_metadata:no_infection;no_cancer	250	11.1%
fobt:no	121	5.4%
uncurated_metadata:low_gluten_diet	104	4.6%
uncurated_metadata:high_gluten_diet	103	4.6%
uncurated_metadata:no_diabetes;non_celiac;no_gi_diseases	97	4.3%
fobt:yes	64	2.8%
given	45	2.0%
as	45	2.0%
30	45	2.0%
Other values (225)	477	21.2%

Value	Count	Frequency (%)
uncurated_metadata:no_immuno_suppressive;no_t2d;no_t1d;no_related_treatments;no_psychiatric_diseases;no_gastro_intestinal_disorder;non_celiac	900	40.0%
uncurated_metadata:no_infection;no_cancer	250	11.1%
fobt:no	121	5.4%
uncurated_metadata:low_gluten_diet	104	4.6%
uncurated_metadata:high_gluten_diet	103	4.6%
uncurated_metadata:no_diabetes;non_celiac;no_gi_diseases	97	4.3%
fobt:yes	64	2.8%
given	45	2.0%
as	45	2.0%
30	45	2.0%
Other values (225)	477	21.2%

Most occurring characters

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Value	Count	Frequency (%)
(unknown)	161712	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

Value	Count	Frequency (%)
e	15081	9.3%
n	14915	9.2%
_	13971	8.6%
a	13463	8.3%
t	13088	8.1%
o	10878	6.7%
s	10718	6.6%
i	9749	6.0%
r	8396	5.2%
d	7135	4.4%
Other values (47)	44318	27.4%

westernized
Boolean

	curated_md_report	concatenated_md_report
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	21.5 KiB	22.2 KiB

True	20626
False	1255

True	21333
False	1255

Value	Count	Frequency (%)
True	20626	94.3%
False	1255	5.7%

Value	Count	Frequency (%)
True	21333	94.4%
False	1255	5.6%

curated_md_report

concatenated_md_report

Interactions

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

curated_md_report

concatenated_md_report

Correlations

curated_md_report

concatenated_md_report

curated_md_report

	age_group	age_group_ontology_term_id	age_max	age_min	age_years	antibiotics_current_use	body_site	body_site_ontology_term_id	control	control_ontology_term_id	country	country_ontology_term_id	dietary_restriction	feces_phenotype_metric	feces_phenotype_metric_ontology_term_id	fmt_id	fmt_role	hla	hla_ontology_term_id	sex	sex_ontology_term_id	smoker	smoker_ontology_term_id	target_condition	target_condition_ontology_term_id	tumor_staging_ajcc	tumor_staging_tnm	westernized
age_group	1.000	1.000	0.711	0.712	0.844	0.147	0.099	0.099	0.175	0.175	0.431	0.431	0.332	0.415	0.415	0.771	0.103	0.145	0.145	0.060	0.060	0.058	0.058	0.496	0.496	0.091	0.146	0.150
age_group_ontology_term_id	1.000	1.000	0.711	0.712	0.844	0.147	0.099	0.099	0.175	0.175	0.431	0.431	0.332	0.415	0.415	0.771	0.103	0.145	0.145	0.060	0.060	0.058	0.058	0.496	0.496	0.091	0.146	0.150
age_max	0.711	0.711	1.000	0.496	1.000	0.185	0.157	0.157	0.155	0.155	0.355	0.355	0.457	0.480	0.480	0.771	0.103	1.000	1.000	0.082	0.082	0.234	0.234	0.428	0.428	0.153	0.146	0.166
age_min	0.712	0.712	0.496	1.000	1.000	0.222	0.173	0.173	0.168	0.168	0.336	0.336	0.477	0.331	0.331	0.790	0.054	1.000	1.000	0.098	0.098	0.238	0.238	0.418	0.418	0.178	0.161	0.174
age_years	0.844	0.844	1.000	1.000	1.000	0.287	0.149	0.149	0.285	0.285	0.315	0.315	0.472	1.000	1.000	0.000	0.000	1.000	1.000	0.111	0.111	0.416	0.416	0.416	0.416	0.091	0.161	0.134
antibiotics_current_use	0.147	0.147	0.185	0.222	0.287	1.000	0.110	0.110	0.196	0.196	0.458	0.458	0.000	0.295	0.295	0.812	0.400	0.159	0.159	0.011	0.011	0.384	0.384	0.530	0.530	0.064	1.000	0.061
body_site	0.099	0.099	0.157	0.173	0.149	0.110	1.000	1.000	0.148	0.148	0.289	0.289	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.098	0.098	0.289	0.289	0.419	0.419	1.000	1.000	0.304
body_site_ontology_term_id	0.099	0.099	0.157	0.173	0.149	0.110	1.000	1.000	0.148	0.148	0.289	0.289	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.098	0.098	0.289	0.289	0.419	0.419	1.000	1.000	0.304
control	0.175	0.175	0.155	0.168	0.285	0.196	0.148	0.148	1.000	1.000	0.347	0.347	0.385	0.414	0.414	0.836	0.473	0.355	0.355	0.055	0.055	0.358	0.358	0.533	0.533	0.527	1.000	0.124
control_ontology_term_id	0.175	0.175	0.155	0.168	0.285	0.196	0.148	0.148	1.000	1.000	0.347	0.347	0.385	0.414	0.414	0.836	0.473	0.355	0.355	0.055	0.055	0.358	0.358	0.533	0.533	0.527	1.000	0.124
country	0.431	0.431	0.355	0.336	0.315	0.458	0.289	0.289	0.347	0.347	1.000	1.000	0.545	0.787	0.787	1.000	1.000	0.442	0.442	0.195	0.195	0.543	0.543	0.552	0.552	0.243	0.365	0.976
country_ontology_term_id	0.431	0.431	0.355	0.336	0.315	0.458	0.289	0.289	0.347	0.347	1.000	1.000	0.545	0.787	0.787	1.000	1.000	0.442	0.442	0.195	0.195	0.543	0.543	0.552	0.552	0.243	0.365	0.976
dietary_restriction	0.332	0.332	0.457	0.477	0.472	0.000	1.000	1.000	0.385	0.385	0.545	0.545	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.146	0.146	1.000	1.000	0.545	0.545	1.000	0.000	1.000
feces_phenotype_metric	0.415	0.415	0.480	0.331	1.000	0.295	1.000	1.000	0.414	0.414	0.787	0.787	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.788	0.788	0.000	0.000	1.000
feces_phenotype_metric_ontology_term_id	0.415	0.415	0.480	0.331	1.000	0.295	1.000	1.000	0.414	0.414	0.787	0.787	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.788	0.788	0.000	0.000	1.000
fmt_id	0.771	0.771	0.771	0.790	0.000	0.812	1.000	1.000	0.836	0.836	1.000	1.000	0.000	0.000	0.000	1.000	0.340	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.000	0.000	1.000
fmt_role	0.103	0.103	0.103	0.054	0.000	0.400	1.000	1.000	0.473	0.473	1.000	1.000	0.000	0.000	0.000	0.340	1.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.000	0.000	1.000
hla	0.145	0.145	1.000	1.000	1.000	0.159	1.000	1.000	0.355	0.355	0.442	0.442	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.515	0.515	0.000	0.000	0.981	0.981	0.000	0.000	1.000
hla_ontology_term_id	0.145	0.145	1.000	1.000	1.000	0.159	1.000	1.000	0.355	0.355	0.442	0.442	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.515	0.515	0.000	0.000	0.981	0.981	0.000	0.000	1.000
sex	0.060	0.060	0.082	0.098	0.111	0.011	0.098	0.098	0.055	0.055	0.195	0.195	0.146	0.000	0.000	0.000	0.000	0.515	0.515	1.000	1.000	0.157	0.157	0.182	0.182	0.000	0.000	0.003
sex_ontology_term_id	0.060	0.060	0.082	0.098	0.111	0.011	0.098	0.098	0.055	0.055	0.195	0.195	0.146	0.000	0.000	0.000	0.000	0.515	0.515	1.000	1.000	0.157	0.157	0.182	0.182	0.000	0.000	0.003
smoker	0.058	0.058	0.234	0.238	0.416	0.384	0.289	0.289	0.358	0.358	0.543	0.543	1.000	1.000	1.000	0.000	0.000	0.000	0.000	0.157	0.157	1.000	1.000	0.560	0.560	0.000	0.000	0.091
smoker_ontology_term_id	0.058	0.058	0.234	0.238	0.416	0.384	0.289	0.289	0.358	0.358	0.543	0.543	1.000	1.000	1.000	0.000	0.000	0.000	0.000	0.157	0.157	1.000	1.000	0.560	0.560	0.000	0.000	0.091
target_condition	0.496	0.496	0.428	0.418	0.416	0.530	0.419	0.419	0.533	0.533	0.552	0.552	0.545	0.788	0.788	1.000	1.000	0.981	0.981	0.182	0.182	0.560	0.560	1.000	1.000	0.315	0.422	0.712
target_condition_ontology_term_id	0.496	0.496	0.428	0.418	0.416	0.530	0.419	0.419	0.533	0.533	0.552	0.552	0.545	0.788	0.788	1.000	1.000	0.981	0.981	0.182	0.182	0.560	0.560	1.000	1.000	0.315	0.422	0.712
tumor_staging_ajcc	0.091	0.091	0.153	0.178	0.091	0.064	1.000	1.000	0.527	0.527	0.243	0.243	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.315	0.315	1.000	0.943	1.000
tumor_staging_tnm	0.146	0.146	0.146	0.161	0.161	1.000	1.000	1.000	1.000	1.000	0.365	0.365	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.422	0.422	0.943	1.000	1.000
westernized	0.150	0.150	0.166	0.174	0.134	0.061	0.304	0.304	0.124	0.124	0.976	0.976	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.003	0.003	0.091	0.091	0.712	0.712	1.000	1.000	1.000

concatenated_md_report

	age_group	age_max	age_min	age_years	antibiotics_current_use	body_site	control	country	dietary_restriction	feces_phenotype_metric	fmt_id	sex	smoker	target_condition	tumor_staging_ajcc	tumor_staging_tnm	westernized
age_group	1.000	0.711	0.712	0.844	0.146	0.097	0.175	0.428	0.332	0.415	0.771	0.065	0.058	0.485	0.091	0.146	0.151
age_max	0.711	1.000	0.496	1.000	0.184	0.157	0.155	0.354	0.457	0.480	0.771	0.082	0.234	0.426	0.153	0.146	0.166
age_min	0.712	0.496	1.000	1.000	0.222	0.173	0.168	0.335	0.477	0.331	0.790	0.098	0.238	0.417	0.178	0.161	0.174
age_years	0.844	1.000	1.000	1.000	0.287	0.149	0.285	0.313	0.472	1.000	0.000	0.110	0.416	0.414	0.091	0.161	0.134
antibiotics_current_use	0.146	0.184	0.222	0.287	1.000	0.109	0.196	0.449	0.000	0.295	0.812	0.010	0.384	0.531	0.064	1.000	0.061
body_site	0.097	0.157	0.173	0.149	0.109	1.000	0.148	0.279	1.000	1.000	1.000	0.095	0.289	0.419	1.000	1.000	0.303
control	0.175	0.155	0.168	0.285	0.196	0.148	1.000	0.347	0.385	0.414	0.836	0.055	0.358	0.533	0.527	1.000	0.124
country	0.428	0.354	0.335	0.313	0.449	0.279	0.347	1.000	0.545	0.787	1.000	0.199	0.543	0.541	0.243	0.365	0.911
dietary_restriction	0.332	0.457	0.477	0.472	0.000	1.000	0.385	0.545	1.000	0.000	0.000	0.146	1.000	0.545	1.000	0.000	1.000
feces_phenotype_metric	0.415	0.480	0.331	1.000	0.295	1.000	0.414	0.787	0.000	1.000	0.000	0.000	1.000	0.788	0.000	0.000	1.000
fmt_id	0.771	0.771	0.790	0.000	0.812	1.000	0.836	1.000	0.000	0.000	1.000	0.000	0.000	1.000	0.000	0.000	1.000
sex	0.065	0.082	0.098	0.110	0.010	0.095	0.055	0.199	0.146	0.000	0.000	1.000	0.157	0.184	0.000	0.000	0.000
smoker	0.058	0.234	0.238	0.416	0.384	0.289	0.358	0.543	1.000	1.000	0.000	0.157	1.000	0.560	0.000	0.000	0.091
target_condition	0.485	0.426	0.417	0.414	0.531	0.419	0.533	0.541	0.545	0.788	1.000	0.184	0.560	1.000	0.315	0.422	0.707
tumor_staging_ajcc	0.091	0.153	0.178	0.091	0.064	1.000	0.527	0.243	1.000	0.000	0.000	0.000	0.000	0.315	1.000	0.943	1.000
tumor_staging_tnm	0.146	0.146	0.161	0.161	1.000	1.000	1.000	0.365	0.000	0.000	0.000	0.000	0.000	0.422	0.943	1.000	1.000
westernized	0.151	0.166	0.174	0.134	0.061	0.303	0.124	0.911	1.000	1.000	1.000	0.000	0.091	0.707	1.000	1.000	1.000

Missing values

curated_md_report

A simple visualization of nullity by column.

concatenated_md_report

A simple visualization of nullity by column.

curated_md_report

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

concatenated_md_report

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

curated_md_report

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

concatenated_md_report

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

curated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	age_group_ontology_term_id	biomarker	body_site	body_site_ontology_term_id	country	country_ontology_term_id	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	feces_phenotype_metric_ontology_term_id	fmt_role	fmt_id	sex	sex_ontology_term_id	hla	hla_ontology_term_id	smoker	smoker_ontology_term_id	control	control_ontology_term_id	target_condition	target_condition_ontology_term_id	disease	disease_ontology_term_id	antibiotics_current_use	treatment	treatment_ontology_term_id	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized
0	AsnicarF_2017	MV_FEI1_t1Q14	0.246575	0.246575	0.246575	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
1	AsnicarF_2017	MV_FEI2_t1Q14	0.246575	0.246575	0.246575	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
2	AsnicarF_2017	MV_FEI3_t1Q14	0.246575	0.246575	0.246575	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
3	AsnicarF_2017	MV_FEI4_t1Q14	1.000000	1.000000	1.000000	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
4	AsnicarF_2017	MV_FEI4_t2Q15	1.000000	1.000000	1.000000	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
5	AsnicarF_2017	MV_FEI5_t1Q14	1.000000	1.000000	1.000000	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
6	AsnicarF_2017	MV_FEI5_t2Q14	1.000000	1.000000	1.000000	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
7	AsnicarF_2017	MV_FEI5_t3Q15	1.000000	1.000000	1.000000	Infant	NCIT:C27956	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
8	AsnicarF_2017	MV_FEM1_t1Q14	NaN	18.000000	65.000000	Adult	NCIT:C49685	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes
9	AsnicarF_2017	MV_FEM2_t1Q14	NaN	18.000000	65.000000	Adult	NCIT:C49685	NaN	feces	UBERON:0001988	Italy	NCIT:C16761	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	NaN	NaN	Study Control	NCIT:C142703	human gut microbiome	OHMI:0000020	Healthy	NCIT:C115935	NaN	NaN	NaN	NaN	NaN	NaN	Yes

concatenated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	biomarker	body_site	country	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	fmt_id	sex	smoker	control	target_condition	disease	antibiotics_current_use	treatment	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized
0	AsnicarF_2017	MV_FEI1_t1Q14	0.246575	0.246575	0.246575	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Female	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
1	AsnicarF_2017	MV_FEI2_t1Q14	0.246575	0.246575	0.246575	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
2	AsnicarF_2017	MV_FEI3_t1Q14	0.246575	0.246575	0.246575	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
3	AsnicarF_2017	MV_FEI4_t1Q14	1.000000	1.000000	1.000000	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
4	AsnicarF_2017	MV_FEI4_t2Q15	1.000000	1.000000	1.000000	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
5	AsnicarF_2017	MV_FEI5_t1Q14	1.000000	1.000000	1.000000	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
6	AsnicarF_2017	MV_FEI5_t2Q14	1.000000	1.000000	1.000000	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
7	AsnicarF_2017	MV_FEI5_t3Q15	1.000000	1.000000	1.000000	Infant	NaN	feces	Italy	NaN	NaN	NaN	NaN	Male	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
8	AsnicarF_2017	MV_FEM1_t1Q14	NaN	18.000000	65.000000	Adult	NaN	feces	Italy	NaN	NaN	NaN	NaN	Female	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
9	AsnicarF_2017	MV_FEM2_t1Q14	NaN	18.000000	65.000000	Adult	NaN	feces	Italy	NaN	NaN	NaN	NaN	Female	NaN	Study Control	human gut microbiome	Healthy	NaN	NaN	NaN	NaN	NaN	Yes

curated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	age_group_ontology_term_id	biomarker	body_site	body_site_ontology_term_id	country	country_ontology_term_id	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	feces_phenotype_metric_ontology_term_id	fmt_role	fmt_id	sex	sex_ontology_term_id	hla	hla_ontology_term_id	smoker	smoker_ontology_term_id	control	control_ontology_term_id	target_condition	target_condition_ontology_term_id	disease	disease_ontology_term_id	antibiotics_current_use	treatment	treatment_ontology_term_id	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized
21871	ZhuF_2020	wHAXPI034926-15	22.0	22.0	22.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:70;Systolic_Blood_Pressure_in_mm/Hg:112	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Study Control	NCIT:C142703	Schizophrenia	NCIT:C3362	Healthy	NCIT:C115935	no	NaN	NaN	NaN	NaN	NaN	Yes
21872	ZhuF_2020	wHAXPI037144-8	19.0	19.0	19.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:74;Systolic_Blood_Pressure_in_mm/Hg:107	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia	NCIT:C3362	no	NaN	NaN	NaN	NaN	NaN	Yes
21873	ZhuF_2020	wHAXPI037145-9	17.0	17.0	17.0	Adolescent	NCIT:C27954	Diastolic_Blood_Pressure_in_mm/Hg:79;Systolic_Blood_Pressure_in_mm/Hg:137	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia	NCIT:C3362	no	NaN	NaN	NaN	NaN	NaN	Yes
21874	ZhuF_2020	wHAXPI037146-11	20.0	20.0	20.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:80;Systolic_Blood_Pressure_in_mm/Hg:120	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia	NCIT:C3362	no	NaN	NaN	NaN	NaN	NaN	Yes
21875	ZhuF_2020	wHAXPI037147-12	17.0	17.0	17.0	Adolescent	NCIT:C27954	Diastolic_Blood_Pressure_in_mm/Hg:85;Systolic_Blood_Pressure_in_mm/Hg:115	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia	NCIT:C3362	no	NaN	NaN	NaN	NaN	NaN	Yes
21876	ZhuF_2020	wHAXPI043592-8	37.0	37.0	37.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:81;Systolic_Blood_Pressure_in_mm/Hg:120	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia;Schizophrenia,repeated	NCIT:C3362;EUPATH:0001011	no	NaN	NaN	NaN	NaN	NaN	Yes
21877	ZhuF_2020	wHAXPI043593-9	40.0	40.0	40.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:78;Systolic_Blood_Pressure_in_mm/Hg:117	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	Smoker (finding)	SNOMED:77176002	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia;Schizophrenia,repeated	NCIT:C3362;EUPATH:0001011	no	NaN	NaN	NaN	NaN	NaN	Yes
21878	ZhuF_2020	wHAXPI043594-11	25.0	25.0	25.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:83;Systolic_Blood_Pressure_in_mm/Hg:125	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Male	NCIT:C20197	NaN	NaN	Smoker (finding)	SNOMED:77176002	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia;Schizophrenia,repeated	NCIT:C3362;EUPATH:0001011	no	NaN	NaN	NaN	NaN	NaN	Yes
21879	ZhuF_2020	wHAXPI047830-11	39.0	39.0	39.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:80;Systolic_Blood_Pressure_in_mm/Hg:120	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia;Schizophrenia,repeated	NCIT:C3362;EUPATH:0001011	no	NaN	NaN	NaN	NaN	NaN	Yes
21880	ZhuF_2020	wHAXPI048670-90	38.0	38.0	38.0	Adult	NCIT:C49685	Diastolic_Blood_Pressure_in_mm/Hg:80;Systolic_Blood_Pressure_in_mm/Hg:120	feces	UBERON:0001988	China	NCIT:C16428	NaN	NaN	NaN	NaN	NaN	NaN	Female	NCIT:C16576	NaN	NaN	Non-smoker (finding)	SNOMED:8392000	Case	NCIT:C49152	Schizophrenia	NCIT:C3362	Schizophrenia;Schizophrenia,repeated	NCIT:C3362;EUPATH:0001011	no	NaN	NaN	NaN	NaN	NaN	Yes

concatenated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	biomarker	body_site	country	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	fmt_id	sex	smoker	control	target_condition	disease	antibiotics_current_use	treatment	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized
22578	YassourM_2018	G102213	NaN	NaN	NaN	Adult	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Female	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22579	YassourM_2018	G104686	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22580	YassourM_2018	G102217	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22581	YassourM_2018	G102218	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22582	YassourM_2018	G102211	NaN	NaN	NaN	Adult	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Female	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22583	YassourM_2018	G102212	NaN	NaN	NaN	Adult	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Female	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22584	YassourM_2018	G104681	NaN	NaN	NaN	Adult	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Female	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22585	YassourM_2018	G102214	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22586	YassourM_2018	G102215	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes
22587	YassourM_2018	G102216	NaN	NaN	NaN	Infant	NaN	feces	Fiji	NaN	NaN	NaN	NaN	Male	NaN	NaN	Schizophrenia	Healthy	NaN	NaN	NaN	NaN	NaN	Yes

Duplicate rows

curated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	age_group_ontology_term_id	biomarker	body_site	body_site_ontology_term_id	country	country_ontology_term_id	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	feces_phenotype_metric_ontology_term_id	fmt_role	fmt_id	sex	sex_ontology_term_id	hla	hla_ontology_term_id	smoker	smoker_ontology_term_id	control	control_ontology_term_id	target_condition	target_condition_ontology_term_id	disease	disease_ontology_term_id	antibiotics_current_use	treatment	treatment_ontology_term_id	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized	# duplicates
Dataset does not contain duplicate rows.

concatenated_md_report

	study_name	sample_id	age_years	age_min	age_max	age_group	biomarker	body_site	country	dietary_restriction	feces_phenotype_metric	feces_phenotype_value	fmt_id	sex	smoker	control	target_condition	disease	antibiotics_current_use	treatment	tumor_staging_ajcc	tumor_staging_tnm	unmetadata	westernized	# duplicates
Dataset does not contain duplicate rows.

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

curated_md_report

concatenated_md_report

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

curated_md_report

concatenated_md_report

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)